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Frank Hutter - Google Scholar
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id="gs_md_err" style="display:none">The system can't perform the operation now. Try again later.</div><div id="gs_md_s"></div><div data-h="0" class="gs_md_wnw gs_md_ds"><div id="gsc_md_hist" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gsc_md_hist-t" data-wfc="gsc_md_hist-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_hist-x" role="button" aria-label="Cancel" data-mdx="gsc_md_hist" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_hist-t" class="gs_md_hdr_t">Citations per year</h2><div class="gs_md_hdr_b"></div></div><div id="gsc_md_hist-bdy" class="gs_md_bdy"><style>#gsc_md_hist{width:80%;max-width:386px;}#gsc_md_hist_c{position:relative;width:100%;}</style><div id="gsc_md_hist_c"></div></div></div></div><div data-h="600" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gsc_md_cbyd" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gsc_md_cbyd-t" data-cid="gsc_md_cbyd_l" data-wfc="gsc_md_cbyd-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_cbyd-x" role="button" aria-label="Cancel" data-mdx="gsc_md_cbyd" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_cbyd-t" class="gs_md_hdr_t">Duplicate citations</h2><div class="gs_md_hdr_b"></div></div><div id="gsc_md_cbyd-bdy" class="gs_md_bdy"><form id="gsc_md_cbyd_f" action="/citations?hl=en&user=YUrxwrkAAAAJ&view_op=list_works" method="post"><input type="hidden" name="s" value=""><div class="gs_md_lbl">The following articles are merged in Scholar. Their <a id="gsc_md_cbyd_c" href="javascript:void(0)">combined citations</a> are counted only for the first article.</div><div id="gsc_md_cbyd_l"></div></form></div></div></div><div data-h="600" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gsc_md_cbym" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gsc_md_cbym-t" data-cid="gsc_md_cbym_l" data-wfc="gsc_md_cbym-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_cbym-x" role="button" aria-label="Cancel" data-mdx="gsc_md_cbym" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_cbym-t" class="gs_md_hdr_t">Merged citations</h2><div class="gs_md_hdr_b"></div></div><div id="gsc_md_cbym-bdy" class="gs_md_bdy"><div class="gs_md_lbl">This "Cited by" count includes citations to the following articles in Scholar. The ones marked <span id="gsc_md_cbym_s">*</span> may be different from the article in the profile.</div><div id="gsc_md_cbym_l" data-act="/citations?hl=en&user=YUrxwrkAAAAJ&view_op=list_works"></div></div></div></div><div data-h="900" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gsc_md_cod" class="gs_md_d gs_md_ds gs_ttzi gsc_cod_lc" role="dialog" tabindex="-1" aria-labelledby="gsc_md_cod-t" data-cid="gsc_cods_res" data-wfc="gsc_md_cod-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_cod-x" role="button" aria-label="Cancel" data-mdx="gsc_md_cod" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_cod-t" class="gs_md_hdr_t"><span id="gsc_cod_t"><span id="gsc_cod_tadd">Add co-authors</span><span id="gsc_cod_tedit">Co-authors</span><a id="gsc_cod_trev" href="javascript:void(0)" data-txt="Review" data-lim="Limit reached"></a></span></h2><div class="gs_md_hdr_b"><button type="button" id="gsc_cod_done" aria-label="Add co-authors" disabled class="gs_btnDNW gs_in_ib gs_btn_act gs_btn_half gs_btn_lsb"><span class="gs_wr"><span class="gs_ico"></span><span class="gs_lbl"></span></span></button></div></div><div id="gsc_md_cod-bdy" class="gs_md_bdy"><div id="gsc_cods_urls" class="gsc_cods_hide" data-ls="" data-lc="/citations?view_op=list_colleagues&hl=en&json=&user=YUrxwrkAAAAJ" data-sa=""></div><form id="gsc_cods_save" action="" method="POST"><input type="hidden" name="colleague_add"><input type="hidden" name="colleague_del"></form><div id="gsc_cods_res"></div></div></div></div><div data-h="800" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gs_md_cita-d" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gs_md_cita-d-t" data-cid="gs_md_cita-l" data-wfc="gs_md_cita-d-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gs_md_cita-d-x" role="button" aria-label="Cancel" data-mdx="gs_md_cita-d" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gs_md_cita-d-t" class="gs_md_hdr_t"></h2><div class="gs_md_hdr_b"><button type="button" id="gs_md_cita-b-save" aria-label="Save" class="gs_btnDNW gs_in_ib gs_btn_act gs_btn_half gs_btn_lsb"><span class="gs_wr"><span class="gs_ico"></span><span class="gs_lbl"></span></span></button></div></div><div id="gs_md_cita-d-bdy" class="gs_md_bdy"><style>#gs_md_cita-d{width:90%;max-width:1000px;}.gs_el_ph #gs_md_cita-d{width:100%;max-width:none;}#gs_md_cita-d .gs_md_prg{min-height:600px;}</style><div id="gs_md_cita-l" aria-live="assertive"></div></div></div></div><div data-h="0" class="gs_md_wnw gs_md_ds gs_md_wmw"><div id="gsc_md_fol" class="gs_md_d gs_md_ds gs_ttzi" role="dialog" tabindex="-1" aria-labelledby="gsc_md_fol-t" data-wfc="gsc_md_fol-x"><div class="gs_md_hdr"><a href="javascript:void(0)" id="gsc_md_fol-x" role="button" aria-label="Cancel" data-mdx="gsc_md_fol" class="gs_btnCLS gs_md_x gs_md_hdr_c gs_in_ib gs_btn_lrge"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl"></span></a><h2 id="gsc_md_fol-t" class="gs_md_hdr_t">Follow</h2><div class="gs_md_hdr_b"></div></div><div id="gsc_md_fol-bdy" class="gs_md_bdy"><form method="post" id="gsc_fol_f" action="/citations?hl=en&user=YUrxwrkAAAAJ&view_op=list_works"><input type="hidden" name="xsrf" value="ADIE8skAAAAAZ0yERgsMIVL7CCaZyBazDOKLfVA"><input type="hidden" name="user" value="YUrxwrkAAAAJ"><div id="gsc_fol_inp"></div><div id="gsc_fol_cb"><div class="gsc_fol_cr"><a href="javascript:void(0)" id="gsc_fol_a" role="checkbox" aria-checked="false" data-s="0" class="gs_cb_gen gs_in_cb"><span class="gs_lbl">New articles by this author</span><span class="gs_chk"></span><span class="gs_cbx"></span></a></div><div class="gsc_fol_cr"><a href="javascript:void(0)" id="gsc_fol_c" role="checkbox" aria-checked="false" data-s="0" 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class="gs_lbl">My profile</span></a><a href="/scholar?scilib=1&hl=en" role="menuitem" class="gs_btnL gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">My library</span></a><a href="/citations?view_op=metrics_intro&hl=en" role="menuitem" class="gs_btnJ gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Metrics</span></a><a href="/scholar_alerts?view_op=list_alerts&hl=en" role="menuitem" class="gs_btnM gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Alerts</span></a></div><div class="gs_hdr_drw_sec"><a href="/scholar_settings?hl=en" role="menuitem" class="gs_btnP gs_in_ib gs_md_li gs_md_lix gs_in_gray"><span class="gs_ico"></span><span class="gs_ia_notf"></span><span class="gs_lbl">Settings</span></a></div></div><div id="gs_hdr_drw_bot" class="gs_hdr_drw_sec"><a 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id="gsc_rsb_cit" role="region" aria-labelledby="gsc_prf_t-cit"><h3 class="gsc_rsb_header"><span class="gsc_rsb_title">Cited by</span><button type="button" id="gsc_hist_opn" class=" gs_btn_flat gs_btn_flact gs_btn_lrge gs_btn_half gs_btn_lsu gsc_rsb_action"><span class="gs_wr"><span class="gs_lbl">View all</span></span></button></h3><table id="gsc_rsb_st"><thead><tr><th class="gsc_rsb_sth"></th><th class="gsc_rsb_sth">All</th><th class="gsc_rsb_sth">Since 2019</th></tr></thead><tbody><tr><td class="gsc_rsb_sc1"><a href="javascript:void(0)" class="gsc_rsb_f gs_ibl" title="This is the number of citations to all publications. The second column has the "recent" version of this metric which is the number of new citations in the last 5 years to all publications.">Citations</a></td><td class="gsc_rsb_std">83315</td><td class="gsc_rsb_std">74388</td></tr><tr><td class="gsc_rsb_sc1"><a href="javascript:void(0)" class="gsc_rsb_f gs_ibl" title="h-index is the largest number h such that h publications have at least h citations. The second column has the "recent" version of this metric which is the largest number h such that h publications have at least h new citations in the last 5 years.">h-index</a></td><td class="gsc_rsb_std">92</td><td class="gsc_rsb_std">81</td></tr><tr><td class="gsc_rsb_sc1"><a href="javascript:void(0)" class="gsc_rsb_f gs_ibl" title="i10-index is the number of publications with at least 10 citations. The second column has the "recent" version of this metric which is the number of publications that have received at least 10 new citations in the last 5 years.">i10-index</a></td><td class="gsc_rsb_std">206</td><td class="gsc_rsb_std">197</td></tr></tbody></table><style>.gsc_g_t{position:absolute;bottom:0;color:#777;font-size:11px;}.gsc_g_a{position:absolute;bottom:13px;width:15px;background:#777;}.gsc_g_a:hover,.gsc_g_a:focus,.gsc_g_a:active{text-decoration:none;cursor:default;}.gsc_g_al{position:absolute;bottom:15px;left:7px;color:#222;background:white;font-size:11px;padding:1px;border:1px solid #777;border-radius:1px;visibility:hidden;opacity:0;transition:opacity .218s,visibility 0s .218s;}.gsc_g_a:hover .gsc_g_al,.gsc_g_a:focus .gsc_g_al,.gsc_g_a:active .gsc_g_al{visibility:visible;opacity:1;transition:all 0s;}#gsc_md_hist{max-width:554px;}.gsc_md_hist_w{position:relative;overflow:hidden;margin-right:43px;}.gs_md_bdy .gsc_md_hist_w,.gs_el_ph .gsc_md_hist_w,.gs_el_ta .gsc_md_hist_w{overflow-x:auto;padding-bottom:16px;}.gsc_md_hist_b{position:relative;height:174px;width:100%;}.gsc_md_hist_b .gsc_g_a{bottom:auto;}.gsc_md_hist_b .gsc_g_t{bottom:auto;top:161px;}.gsc_md_hist_b:after{position:absolute;right:504px;content:"\00A0";}.gsc_g_hist_x{position:relative;margin-right:45px;}.gsc_g_hist_xl{position:absolute;right:8px;width:35px;}.gs_el_ta .gsc_g_hist_xl,.gs_el_ph .gsc_g_hist_xl{right:16px;}.gsc_g_hist_wrp{padding-top:32px;position:relative;}.gs_el_ta .gsc_g_hist_wrp,.gs_el_ph .gsc_g_hist_wrp{padding-right:8px;}.gs_md_bdy .gsc_g_hist_wrp{border-top:0;}.gs_el_tc .gs_md_bdy .gsc_g_hist_wrp:after,.gs_el_tc.gs_el_ph .gsc_g_hist_wrp:after,.gs_el_tc.gs_el_ta .gsc_g_hist_wrp:after{display:block;content:"";position:absolute;z-index:100;top:0;left:0;width:20px;height:100%;background-image:linear-gradient(to left,rgba(255,255,255,0),rgba(255,255,255,1) 80%);}.gsc_g_x,.gsc_g_xt{position:absolute;left:0;border-bottom:1px solid #eee;width:100%;text-align:right;}.gsc_g_x{border-bottom:1px solid #eee;}.gsc_g_xtl{position:absolute;color:#777;}.gsc_g_gtr{position:absolute;}.gsc_g_a:last-child .gsc_g_al{right:0;left:auto;}</style><div class="gsc_g_hist_wrp" dir="rtl"><div class="gsc_g_hist_x"><div class="gsc_g_x" style="top:160px;"></div><div class="gsc_g_xt" style="top:0px;"></div><div class="gsc_g_xt" style="top:80px;"></div><div class="gsc_g_xt" style="top:120px;"></div><div class="gsc_g_xt" style="top:40px;"></div></div><div class="gsc_g_hist_xl"><div class="gsc_g_xtl" style="top:153px;">0</div><div class="gsc_g_xtl" style="top:-7px;">21000</div><div class="gsc_g_xtl" style="top:73px;">10500</div><div class="gsc_g_xtl" style="top:113px;">5250</div><div class="gsc_g_xtl" style="top:33px;">15750</div></div><div class="gsc_md_hist_w"><div class="gsc_md_hist_b"><span class="gsc_g_t" style="right:451px">2010</span><span class="gsc_g_t" style="right:419px">2011</span><span class="gsc_g_t" style="right:387px">2012</span><span class="gsc_g_t" style="right:355px">2013</span><span class="gsc_g_t" style="right:323px">2014</span><span class="gsc_g_t" style="right:291px">2015</span><span class="gsc_g_t" style="right:259px">2016</span><span class="gsc_g_t" style="right:227px">2017</span><span class="gsc_g_t" style="right:195px">2018</span><span class="gsc_g_t" style="right:163px">2019</span><span class="gsc_g_t" style="right:131px">2020</span><span class="gsc_g_t" style="right:99px">2021</span><span class="gsc_g_t" style="right:67px">2022</span><span class="gsc_g_t" style="right:35px">2023</span><span class="gsc_g_t" style="right:3px">2024</span><a href="javascript:void(0)" class="gsc_g_a" style="right:456px;top:158px;height:2px;z-index:15"><span class="gsc_g_al">278</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:424px;top:158px;height:2px;z-index:14"><span class="gsc_g_al">324</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:392px;top:158px;height:2px;z-index:13"><span class="gsc_g_al">331</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:360px;top:157px;height:3px;z-index:12"><span class="gsc_g_al">491</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:328px;top:155px;height:5px;z-index:11"><span class="gsc_g_al">726</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:296px;top:155px;height:5px;z-index:10"><span class="gsc_g_al">723</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:264px;top:153px;height:7px;z-index:9"><span class="gsc_g_al">976</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:232px;top:151px;height:9px;z-index:8"><span class="gsc_g_al">1301</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:200px;top:143px;height:17px;z-index:7"><span class="gsc_g_al">2349</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:168px;top:129px;height:31px;z-index:6"><span class="gsc_g_al">4167</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:136px;top:111px;height:49px;z-index:5"><span class="gsc_g_al">6556</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:104px;top:82px;height:78px;z-index:4"><span class="gsc_g_al">10243</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:72px;top:53px;height:107px;z-index:3"><span class="gsc_g_al">14057</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:40px;top:21px;height:139px;z-index:2"><span class="gsc_g_al">18370</span></a><a href="javascript:void(0)" class="gsc_g_a" style="right:8px;top:2px;height:158px;z-index:1"><span class="gsc_g_al">20833</span></a></div></div></div></div><div class="gsc_rsb_s gsc_prf_pnl" id="gsc_rsb_mnd" role="region" aria-labelledby="gsc_prf_t-mnd"><div class="gsc_rsb_header gsc_rsb_m_header"><div class="gsc_rsb_m_title">Public access</div><a href="/citations?view_op=list_mandates&hl=en&user=YUrxwrkAAAAJ" id="gsc_lwp_mndt_lnk">View all</a></div><div class="gsc_rsb_hm gs_ota gs_oph"><button type="button" onclick="window.location='/citations?view_op\x3dlist_mandates\x26hl\x3den\x26user\x3dYUrxwrkAAAAJ'" class=" gs_btn_flat gs_btn_flact gs_btn_lrge gs_btn_half gs_btn_lsu"><span class="gs_wr"><span class="gs_lbl">View all</span></span></button></div><div class="gsc_rsb_m"><div class="gsc_rsb_m_a"><span>113 articles</span></div><div class="gsc_rsb_m_na"><div>2 articles</div></div><div class="gsc_rsb_m_bar"><div class="gsc_rsb_m_bar_na" style="width:2%"></div></div><div class="gsc_rsb_m_a"><span>available</span></div><div class="gsc_rsb_m_na"><span>not available</span></div><div class="gsc_rsb_m_desc">Based on funding mandates</div></div></div><div class="gsc_rsb_s gsc_prf_pnl" id="gsc_rsb_co" role="region" aria-labelledby="gsc_prf_t-ath"><h3 class="gsc_rsb_header"><span class="gsc_rsb_title">Co-authors</span><button type="button" id="gsc_coauth_opn" class=" gs_btn_flat gs_btn_flact 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128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=l6c85tMAAAAJ&hl=en">Holger Hoos</a><span class="gsc_rsb_a_ext">RWTH Aachen University, Germany • Leiden University, Netherlands • University of British Columbia</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at cs.rwth-aachen.de</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-_4dnp0IAAAAJ-img{width:32px;height:23px;}.gs_el_ta #gsc_rsb-_4dnp0IAAAAJ-img,.gs_el_ph #gsc_rsb-_4dnp0IAAAAJ-img{width:56px;height:40px;}</style><span id="gsc_rsb-_4dnp0IAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Kevin Leyton-Brown" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-_4dnp0IAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=_4dnp0IAAAAJ&citpid=6" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=_4dnp0IAAAAJ&citpid=6 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=_4dnp0IAAAAJ&citpid=6 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=_4dnp0IAAAAJ&citpid=6 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=_4dnp0IAAAAJ&hl=en">Kevin Leyton-Brown</a><span class="gsc_rsb_a_ext">Professor, Computer Science, University of British Columbia; Canada CIFAR AI Chair</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at cs.ubc.ca</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-0Sxx7DUAAAAJ-img{width:21px;height:32px;}.gs_el_ta #gsc_rsb-0Sxx7DUAAAAJ-img,.gs_el_ph #gsc_rsb-0Sxx7DUAAAAJ-img{width:37px;height:56px;}</style><span id="gsc_rsb-0Sxx7DUAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Marius Lindauer" sizes="(max-width:981px) 37px,21px" src="/scholar/images/cleardot.gif" id="gsc_rsb-0Sxx7DUAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=0Sxx7DUAAAAJ&citpid=7" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=0Sxx7DUAAAAJ&citpid=7 21w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=0Sxx7DUAAAAJ&citpid=7 37w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=0Sxx7DUAAAAJ&citpid=7 85w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=0Sxx7DUAAAAJ&hl=en">Marius Lindauer</a><span class="gsc_rsb_a_ext">Leibniz University Hannover (Germany), Institute of Artificial Intelligence LUH|AI, L3S Research</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at ai.uni-hannover.de</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-GladWQwAAAAJ-img{width:30px;height:32px;}.gs_el_ta #gsc_rsb-GladWQwAAAAJ-img,.gs_el_ph #gsc_rsb-GladWQwAAAAJ-img{width:53px;height:56px;}</style><span id="gsc_rsb-GladWQwAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Ilya Loshchilov" sizes="(max-width:981px) 53px,30px" src="/scholar/images/cleardot.gif" id="gsc_rsb-GladWQwAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=GladWQwAAAAJ&citpid=20" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=GladWQwAAAAJ&citpid=20 30w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=GladWQwAAAAJ&citpid=20 53w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=GladWQwAAAAJ&citpid=20 120w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=GladWQwAAAAJ&hl=en">Ilya Loshchilov</a><span class="gsc_rsb_a_ext">NVIDIA</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at nvidia.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-ADZN2nwAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-ADZN2nwAAAAJ-img,.gs_el_ph #gsc_rsb-ADZN2nwAAAAJ-img{width:55px;height:56px;}</style><span id="gsc_rsb-ADZN2nwAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Katharina Eggensperger" sizes="(max-width:981px) 55px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-ADZN2nwAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=ADZN2nwAAAAJ&citpid=6" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=ADZN2nwAAAAJ&citpid=6 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=ADZN2nwAAAAJ&citpid=6 55w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=ADZN2nwAAAAJ&citpid=6 126w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=ADZN2nwAAAAJ&hl=en">Katharina Eggensperger</a><span class="gsc_rsb_a_ext">Early Career Group Leader "AutoML for Science" | University of Tübingen</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at uni-tuebingen.de</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-B_4_Uv4AAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-B_4_Uv4AAAAJ-img,.gs_el_ph #gsc_rsb-B_4_Uv4AAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-B_4_Uv4AAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Matthias Feurer" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-B_4_Uv4AAAAJ-img" class="gs_pp_df" data-src="/citations/images/avatar_scholar_56.png" data-srcset="/citations/images/avatar_scholar_32.png 32w,/citations/images/avatar_scholar_56.png 56w,/citations/images/avatar_scholar_128.png 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=B_4_Uv4AAAAJ&hl=en">Matthias Feurer</a><span class="gsc_rsb_a_ext">LMU Munich</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at stat.uni-muenchen.de</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-usl__skAAAAJ-img{width:32px;height:20px;}.gs_el_ta #gsc_rsb-usl__skAAAAJ-img,.gs_el_ph #gsc_rsb-usl__skAAAAJ-img{width:56px;height:35px;}</style><span id="gsc_rsb-usl__skAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Aaron Klein" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-usl__skAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=usl__skAAAAJ&citpid=3" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=usl__skAAAAJ&citpid=3 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=usl__skAAAAJ&citpid=3 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=usl__skAAAAJ&citpid=3 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=usl__skAAAAJ&hl=en">Aaron Klein</a><span class="gsc_rsb_a_ext">ScaDS.AI</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at amazon.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-r7FWJEkAAAAJ-img{width:32px;height:24px;}.gs_el_ta #gsc_rsb-r7FWJEkAAAAJ-img,.gs_el_ph #gsc_rsb-r7FWJEkAAAAJ-img{width:56px;height:42px;}</style><span id="gsc_rsb-r7FWJEkAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Stefan Falkner" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-r7FWJEkAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=r7FWJEkAAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=r7FWJEkAAAAJ&citpid=2 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=r7FWJEkAAAAJ&citpid=2 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=r7FWJEkAAAAJ&citpid=2 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=r7FWJEkAAAAJ&hl=en">Stefan Falkner</a><span class="gsc_rsb_a_ext">Bosch Corporate Research</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at de.bosch.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-lTcTyjUAAAAJ-img{width:32px;height:24px;}.gs_el_ta #gsc_rsb-lTcTyjUAAAAJ-img,.gs_el_ph #gsc_rsb-lTcTyjUAAAAJ-img{width:56px;height:42px;}</style><span id="gsc_rsb-lTcTyjUAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Lin Xu" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-lTcTyjUAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=lTcTyjUAAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=lTcTyjUAAAAJ&citpid=2 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=lTcTyjUAAAAJ&citpid=2 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=lTcTyjUAAAAJ&citpid=2 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=lTcTyjUAAAAJ&hl=en">Lin Xu</a><span class="gsc_rsb_a_ext">NETINT, University of British Columbia</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at cs.ubc.ca</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-UVyn5ggAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-UVyn5ggAAAAJ-img,.gs_el_ph #gsc_rsb-UVyn5ggAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-UVyn5ggAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Tonio Ball" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-UVyn5ggAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=UVyn5ggAAAAJ&citpid=5" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=UVyn5ggAAAAJ&citpid=5 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=UVyn5ggAAAAJ&citpid=5 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=UVyn5ggAAAAJ&citpid=5 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=UVyn5ggAAAAJ&hl=en">Tonio Ball</a><span class="gsc_rsb_a_ext">Neuromedical AI Lab Uni Freiburg, NeuroMentum AI (CEO)</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at uniklinik-freiburg.de</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-HhDsD9UAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-HhDsD9UAAAAJ-img,.gs_el_ph #gsc_rsb-HhDsD9UAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-HhDsD9UAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Joaquin Vanschoren" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-HhDsD9UAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=HhDsD9UAAAAJ&citpid=6" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=HhDsD9UAAAAJ&citpid=6 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=HhDsD9UAAAAJ&citpid=6 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=HhDsD9UAAAAJ&citpid=6 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=HhDsD9UAAAAJ&hl=en">Joaquin Vanschoren</a><span class="gsc_rsb_a_ext">Eindhoven University of Technology</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at tue.nl</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-P37OkUUAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-P37OkUUAAAAJ-img,.gs_el_ph #gsc_rsb-P37OkUUAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-P37OkUUAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Lars Kotthoff" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-P37OkUUAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=P37OkUUAAAAJ&citpid=1" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=P37OkUUAAAAJ&citpid=1 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=P37OkUUAAAAJ&citpid=1 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=P37OkUUAAAAJ&citpid=1 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=P37OkUUAAAAJ&hl=en">Lars Kotthoff</a><span class="gsc_rsb_a_ext">University of Wyoming</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at uwyo.edu</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-zj6FavAAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-zj6FavAAAAAJ-img,.gs_el_ph #gsc_rsb-zj6FavAAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-zj6FavAAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Wolfram Burgard" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-zj6FavAAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=zj6FavAAAAAJ&citpid=6" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=zj6FavAAAAAJ&citpid=6 32w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=zj6FavAAAAAJ&citpid=6 56w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=zj6FavAAAAAJ&citpid=6 128w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=zj6FavAAAAAJ&hl=en">Wolfram Burgard</a><span class="gsc_rsb_a_ext">Professor of Computer Science, Technical University of Nuremberg</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at utn.de</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-OVeU_8cAAAAJ-img{width:23px;height:32px;}.gs_el_ta #gsc_rsb-OVeU_8cAAAAJ-img,.gs_el_ph #gsc_rsb-OVeU_8cAAAAJ-img{width:41px;height:56px;}</style><span id="gsc_rsb-OVeU_8cAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Michael Tangermann" sizes="(max-width:981px) 41px,23px" src="/scholar/images/cleardot.gif" id="gsc_rsb-OVeU_8cAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=OVeU_8cAAAAJ&citpid=4" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=OVeU_8cAAAAJ&citpid=4 23w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=OVeU_8cAAAAJ&citpid=4 41w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=OVeU_8cAAAAJ&citpid=4 93w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=OVeU_8cAAAAJ&hl=en">Michael Tangermann</a><span class="gsc_rsb_a_ext">Donders Insitute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, Netherlands, and</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at donders.ru.nl</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-s34UckkAAAAJ-img{width:21px;height:32px;}.gs_el_ta #gsc_rsb-s34UckkAAAAJ-img,.gs_el_ph #gsc_rsb-s34UckkAAAAJ-img{width:37px;height:56px;}</style><span id="gsc_rsb-s34UckkAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Bernd Bischl" sizes="(max-width:981px) 37px,21px" src="/scholar/images/cleardot.gif" id="gsc_rsb-s34UckkAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=s34UckkAAAAJ&citpid=3" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=s34UckkAAAAJ&citpid=3 21w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=s34UckkAAAAJ&citpid=3 37w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=s34UckkAAAAJ&citpid=3 85w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=s34UckkAAAAJ&hl=en">Bernd Bischl</a><span class="gsc_rsb_a_ext">Chair of Statistical Learning and Data Science, LMU Munich</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at stat.uni-muenchen.de</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-OrODXkAAAAAJ-img{width:26px;height:32px;}.gs_el_ta #gsc_rsb-OrODXkAAAAAJ-img,.gs_el_ph #gsc_rsb-OrODXkAAAAAJ-img{width:46px;height:56px;}</style><span id="gsc_rsb-OrODXkAAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Thomas Stützle" sizes="(max-width:981px) 46px,26px" src="/scholar/images/cleardot.gif" id="gsc_rsb-OrODXkAAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=OrODXkAAAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=OrODXkAAAAAJ&citpid=2 26w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=OrODXkAAAAAJ&citpid=2 46w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=OrODXkAAAAAJ&citpid=2 105w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=OrODXkAAAAAJ&hl=en">Thomas Stützle</a><span class="gsc_rsb_a_ext">F.R.S.-FNRS Research Director, Université Libre de Bruxelles (ULB)</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at ulb.ac.be</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-MxxZkEcAAAAJ-img{width:29px;height:32px;}.gs_el_ta #gsc_rsb-MxxZkEcAAAAJ-img,.gs_el_ph #gsc_rsb-MxxZkEcAAAAJ-img{width:51px;height:56px;}</style><span id="gsc_rsb-MxxZkEcAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Kevin Murphy" sizes="(max-width:981px) 51px,29px" src="/scholar/images/cleardot.gif" id="gsc_rsb-MxxZkEcAAAAJ-img" class="gs_pp_df" data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=MxxZkEcAAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=MxxZkEcAAAAJ&citpid=2 29w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=MxxZkEcAAAAJ&citpid=2 51w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=MxxZkEcAAAAJ&citpid=2 117w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=MxxZkEcAAAAJ&hl=en">Kevin Murphy</a><span class="gsc_rsb_a_ext">Research Scientist, Google</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at google.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-7S-LSKoAAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-7S-LSKoAAAAJ-img,.gs_el_ph #gsc_rsb-7S-LSKoAAAAJ-img{width:56px;height:56px;}</style><span id="gsc_rsb-7S-LSKoAAAAJ" class="gs_rimg gs_pp_tn gs_pp_mo_sm gsc_rsb_a_pht"><img alt="Manuel Blum" sizes="(max-width:981px) 56px,32px" src="/scholar/images/cleardot.gif" id="gsc_rsb-7S-LSKoAAAAJ-img" class="gs_pp_df" data-src="/citations/images/avatar_scholar_56.png" data-srcset="/citations/images/avatar_scholar_32.png 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data-src="https://scholar.googleusercontent.com/citations?view_op=small_photo&user=nzEluBwAAAAJ&citpid=2" data-srcset="https://scholar.googleusercontent.com/citations?view_op=tiny_photo&user=nzEluBwAAAAJ&citpid=2 24w,https://scholar.googleusercontent.com/citations?view_op=small_photo&user=nzEluBwAAAAJ&citpid=2 42w,https://scholar.googleusercontent.com/citations?view_op=view_photo&user=nzEluBwAAAAJ&citpid=2 97w"></span><span class="gsc_rsb_a_desc"><a tabindex="-1" href="/citations?user=nzEluBwAAAAJ&hl=en">Nando de Freitas</a><span class="gsc_rsb_a_ext">CIFAR & DeepMind</span><span class="gsc_rsb_a_ext gsc_rsb_a_ext2">Verified email at google.com</span><span class="gsc_rsb_tap"><span class="gs_btnPR"><span class="gs_ico"></span></span></span></span></div></li><li><div class="gsc_rsb_aa" tabindex="0"><style>#gsc_rsb-UeG5w08AAAAJ-img{width:32px;height:32px;}.gs_el_ta #gsc_rsb-UeG5w08AAAAJ-img,.gs_el_ph #gsc_rsb-UeG5w08AAAAJ-img{width:56px;height:56px;}</style><span 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class="gsc_a_at">Decoupled weight decay regularization</a><div class="gs_gray">I Loshchilov, F Hutter</div><div class="gs_gray">ICLR 2019<span class="gs_oph">, 2017</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=5602734827563786057,6789134442258801173,11912739914740426945" class="gsc_a_ac gs_ibl">24325</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2017</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:J-pR_7NvFogC" class="gsc_a_at">Sgdr: Stochastic gradient descent with warm restarts</a><div class="gs_gray">I Loshchilov, F Hutter</div><div class="gs_gray">ICLR 2017<span class="gs_oph">, 2016</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=9496349859848656559" class="gsc_a_ac gs_ibl">9295</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2016</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:EYYDruWGBe4C" class="gsc_a_at">Neural architecture search: A survey</a><div class="gs_gray">T Elsken, JH Metzen, F Hutter</div><div class="gs_gray">Journal of Machine Learning Research 20 (55), 1-21<span class="gs_oph">, 2019</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=11067430595072764365" class="gsc_a_ac gs_ibl">3479</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2019</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:5nxA0vEk-isC" class="gsc_a_at">Sequential model-based optimization for general algorithm configuration</a><div class="gs_gray">F Hutter, HH Hoos, K Leyton-Brown</div><div class="gs_gray">Learning and Intelligent Optimization: 5th International Conference, LION 5 …<span class="gs_oph">, 2011</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=13792452330948138414" class="gsc_a_ac gs_ibl">3370</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2011</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:b0M2c_1WBrUC" class="gsc_a_at">Efficient and robust automated machine learning</a><div class="gs_gray">M Feurer, A Klein, K Eggensperger, J Springenberg, M Blum, F Hutter</div><div class="gs_gray">Advances in neural information processing systems 28<span class="gs_oph">, 2015</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=11834086689942643321,14970766883671001491,739789565597422654" class="gsc_a_ac gs_ibl">2952</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2015</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:WA5NYHcadZ8C" class="gsc_a_at">Deep learning with convolutional neural networks for EEG decoding and visualization</a><div class="gs_gray">RT Schirrmeister, JT Springenberg, LDJ Fiederer, M Glasstetter, ...</div><div class="gs_gray">Human brain mapping 38 (11), 5391-5420<span class="gs_oph">, 2017</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=15169149505343429564,3817086684666735228" class="gsc_a_ac gs_ibl">2946</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2017</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:ipzZ9siozwsC" class="gsc_a_at">Automated machine learning: methods, systems, challenges</a><div class="gs_gray">F Hutter, L Kotthoff, J Vanschoren</div><div class="gs_gray">Springer Nature<span class="gs_oph">, 2019</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=616231254490898804,8879926078924003525" class="gsc_a_ac gs_ibl">2189</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2019</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:isC4tDSrTZIC" class="gsc_a_at">Auto-WEKA: Combined selection and hyperparameter optimization of classification algorithms</a><div class="gs_gray">C Thornton, F Hutter, HH Hoos, K Leyton-Brown</div><div class="gs_gray">Proceedings of the 19th ACM SIGKDD international conference on Knowledge …<span class="gs_oph">, 2013</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=7511069319315769785" class="gsc_a_ac gs_ibl">2109</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2013</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:g3aElNc5_aQC" class="gsc_a_at">Hyperparameter optimization</a><div class="gs_gray">M Feurer, F Hutter</div><div class="gs_gray">Automated machine learning: Methods, systems, challenges, 3-33<span class="gs_oph">, 2019</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=4491726630408981792" class="gsc_a_ac gs_ibl">1734</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2019</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:evX43VCCuoAC" class="gsc_a_at">BOHB: Robust and efficient hyperparameter optimization at scale</a><div class="gs_gray">S Falkner, A Klein, F Hutter</div><div class="gs_gray">International conference on machine learning, 1437-1446<span class="gs_oph">, 2018</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=7414210775058292852" class="gsc_a_ac gs_ibl">1336</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2018</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:2osOgNQ5qMEC" class="gsc_a_at">ParamILS: an automatic algorithm configuration framework</a><div class="gs_gray">F Hutter, HH Hoos, K Leyton-Brown, T Stützle</div><div class="gs_gray">Journal of artificial intelligence research 36, 267-306<span class="gs_oph">, 2009</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=9283680100643064198" class="gsc_a_ac gs_ibl">1285</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2009</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:u-x6o8ySG0sC" class="gsc_a_at">SATzilla: portfolio-based algorithm selection for SAT</a><div class="gs_gray">L Xu, F Hutter, HH Hoos, K Leyton-Brown</div><div class="gs_gray">Journal of artificial intelligence research 32, 565-606<span class="gs_oph">, 2008</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=13000703897730430322" class="gsc_a_ac gs_ibl">1178</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2008</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:4vMrXwiscB8C" class="gsc_a_at">Auto-WEKA 2.0: Automatic model selection and hyperparameter optimization in WEKA</a><div class="gs_gray">L Kotthoff, C Thornton, HH Hoos, F Hutter, K Leyton-Brown</div><div class="gs_gray">Journal of Machine Learning Research 18 (25), 1-5<span class="gs_oph">, 2017</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=14092960747025978567" class="gsc_a_ac gs_ibl">986</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2017</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:_Qo2XoVZTnwC" class="gsc_a_at">Bayesian optimization in a billion dimensions via random embeddings</a><div class="gs_gray">Z Wang, F Hutter, M Zoghi, D Matheson, N De Feitas</div><div class="gs_gray">Journal of Artificial Intelligence Research 55, 361-387<span class="gs_oph">, 2016</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=724133252790491563,8402420325117665987" class="gsc_a_ac gs_ibl">867</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2016</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:4MWp96NkSFoC" class="gsc_a_at">Nas-bench-101: Towards reproducible neural architecture search</a><div class="gs_gray">C Ying, A Klein, E Christiansen, E Real, K Murphy, F Hutter</div><div class="gs_gray">International conference on machine learning, 7105-7114<span class="gs_oph">, 2019</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=15320152819361688152" class="gsc_a_ac gs_ibl">827</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2019</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:a0OBvERweLwC" class="gsc_a_at">Speeding up automatic hyperparameter optimization of deep neural networks by extrapolation of learning curves</a><div class="gs_gray">T Domhan, JT Springenberg, F Hutter</div><div class="gs_gray">Twenty-fourth international joint conference on artificial intelligence<span class="gs_oph">, 2015</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=5526450468796816305,9066013003346577766" class="gsc_a_ac gs_ibl">811</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2015</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:08ZZubdj9fEC" class="gsc_a_at">Fast bayesian optimization of machine learning hyperparameters on large datasets</a><div class="gs_gray">A Klein, S Falkner, S Bartels, P Hennig, F Hutter</div><div class="gs_gray">Artificial intelligence and statistics, 528-536<span class="gs_oph">, 2017</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=18163669838272297817" class="gsc_a_ac gs_ibl">744</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2017</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:HE397vMXCloC" class="gsc_a_at">A downsampled variant of imagenet as an alternative to the cifar datasets</a><div class="gs_gray">P Chrabaszcz, I Loshchilov, F Hutter</div><div class="gs_gray">arXiv preprint arXiv:1707.08819<span class="gs_oph">, 2017</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=11571282705029144764" class="gsc_a_ac gs_ibl">691</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2017</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:yB1At4FlUx8C" class="gsc_a_at">Efficient multi-objective neural architecture search via lamarckian evolution</a><div class="gs_gray">T Elsken, JH Metzen, F Hutter</div><div class="gs_gray">arXiv preprint arXiv:1804.09081<span class="gs_oph">, 2018</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=7285962348545895359" class="gsc_a_ac gs_ibl">650</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2018</span></td></tr><tr class="gsc_a_tr"><td class="gsc_a_t"><a href="/citations?view_op=view_citation&hl=en&user=YUrxwrkAAAAJ&citation_for_view=YUrxwrkAAAAJ:GnPB-g6toBAC" class="gsc_a_at">An efficient approach for assessing hyperparameter importance</a><div class="gs_gray">F Hutter, H Hoos, K Leyton-Brown</div><div class="gs_gray">International conference on machine learning, 754-762<span class="gs_oph">, 2014</span></div></td><td class="gsc_a_c"><a href="https://scholar.google.com/scholar?oi=bibs&hl=en&cites=2341371337005807501" class="gsc_a_ac gs_ibl">637</a></td><td class="gsc_a_y"><span class="gsc_a_h gsc_a_hc gs_ibl">2014</span></td></tr></tbody></table><div id="gsc_a_sp"></div><div id="gsc_a_err" class="gs_alrt">The system 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