ACM FAccT - 2021 Program Schedule

<!DOCTYPE html> <html class="no-js"> <head> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1"> <title>ACM FAccT - 2021 Program Schedule</title> <meta name="description" content=""> <meta name="viewport" content="width=device-width">  <link rel="stylesheet" href="/static/css/bootstrap-spacelab.min.css"> <link rel="stylesheet" href="/static/css/main.css"> <script src="/static/js/vendor/modernizr-2.6.2.js"></script> </head> <body> <div class="navbar navbar-default navbar-fixed-top"> <div class="container"> <div class="navbar-header"> <button type="button" class="navbar-toggle" data-toggle="collapse" data-target=".navbar-collapse"> <span class="icon-bar"></span> <span class="icon-bar"></span> <span class="icon-bar"></span> </button> <a class='navbar-brand' href='/'>ACM FAccT Conference</a> </div> <div class="navbar-collapse collapse"> <ul class="nav navbar-nav"> <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">2025 <b 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<li class=""><a href='/2021/inclusion'>Diversity and inclusion</a></li> <li class=""><a href='/2021/registration'>Registration</a></li> <li class="divider"></li> <li class="active"><a href='/2021/programschedule'>Program Schedule</a></li> <li class=""><a href='/2021/keynotes'>Keynote Speakers</a></li> <li class=""><a href='/2021/acceptedpapers'>Accepted Papers</a></li> <li class=""><a href='/2021/acceptedtuts'>Accepted Tutorials</a></li> <li class=""><a href='/2021/acceptedcraftsessions'>Accepted CRAFT Sessions</a></li> <li class="divider"></li> <li class=""><a href='/2021/cfp'>Call for Papers (Closed)</a></li> <li class=""><a href='/2021/cft'>Call for Tutorials (Closed)</a></li> <li class=""><a href='/2021/cfw'>Call for CRAFT proposals (Closed)</a></li> <li class=""><a href='/2021/callfordc'>Call for Doctoral Consortium (Closed)</a> <li class=""><a href='/2021/callforvolunteers'>Call for Volunteers (Closed)</a></li> <li class="divider"></li> <li class=""><a href='/2021/committees'>Committees</a></li> <li class=""><a href='/2021/sponsorship'>Sponsors and Supporters</a></li> <li class=""><a href='/2021/sponsorship_policy'>Sponsorship Policy</a></li> <li class="divider"></li> <li class=""><a href='/2021/press-release'>ACM Press release</a></li> <li class=""><a href='/2021/racialequityjustice'>Commitment to Racial Equity + Justice</a></li> <li class=""><a href='/2021/2021_online'>Covid-19 Update</a></li> </ul> </li> <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">2018-2020 <b class="caret"></b></a> <ul class="dropdown-menu"> <li class=""><a href='/2020/'>FAT*2020 Barcelona</a></li> <li class=""><a href='/2019/'>FAT*2019 Atlanta</a></li> <li class=""><a href='/2018/'>FAT*2018 New York</a></li> </ul> </li> </ul> <ul class="nav navbar-nav navbar-right">  <li><a href="https://facct-blog.github.io/">Blog</a></li> <li class=""><a href="/network/">Network</a></li> <li class=""><a href='/connect'>Connect</a> </li> <li class="dropdown"> <a href="#" class="dropdown-toggle" data-toggle="dropdown">Organization <b class="caret"></b></a> <ul class="dropdown-menu">  <li class="divider"></li> <li class=""><a href='/organization'>People & Committees</a></li> <li class=""><a href='/organization-sc'>Steering Committee</a></li> <li class=""><a href='/documents'>Governing Documents</a></li> <li class=""><a href='/harassment'>Anti-Discrimination & Harassment Policy</a></li> <li class=""><a href='/sponsorship'>Sponsorship Policy</a></li> <li class=""><a href='/faq'>FAQ</a></li> <li class="divider"></li> <li class=""><a href='/2023/humanrights'>EC Statement on Technology and Human Rights</a></li> <li class=""><a href='/warfare'>EC Statement on AI Warfare </a></li> </ul> </li> </ul> </div>  </div> </div> <div class="container"> <div class="page-header"> <h1>ACM FAccT 2021 Program Schedule</h1> <p>The ACM FAccT 2021 will be held virtually from March 3, 2021—March 10, 2021. The following is a tentative schedule for the conference. To receive updates about the program, follow <a href="https://twitter.com/facctconference/">@facctconference</a> on Twitter and join our mailing list <a href="https://listserv.acm.org/SCRIPTS/WA-ACMLPX.CGI?SUBED1=FACCT-ANNOUNCE&A=1">facct-announce</a>.</p> <p>**Please note: <strong>Times are listed in UTC to help facilitate coordination across timezones.</strong> Look up your timezine in UTC with this <a href="https://www.timeanddate.com/time/map/" target="_blank">map</a>.**</p> </div> <div class="container"> <div class="row"> <div class="col-lg-12"> <style> .table td { vertical-align: top; } .table th { vertical-align: top; font-weight: bold; text-align: left; } .doctoral-consortium { background: #ffeaf4; } .papers { background: #ffffd5; } .tutorials { background: #dfffff; } .plenary { background: #fff0c4; } .research { background: #dfffe4; } .crafts { background: #dfffff; } .hall { background: #f3ffff; } .food{ background: #D8BFD8; } h3 { margin: 1px; } #remove{ border: none; } </style>  <a data-toggle="collapse" href="#collapseWed" role="button" aria-expanded="false" aria-controls="collapseWed"><h2>Wednesday, March 3rd<span class="label label-primary"></span></h2></a> <div class="collapse in" id="collapseWed"> <p> <table class="table"> <colgroup> <col width="20%"/> <col width="80%"/> </colgroup> <tr class="doctoral-consortium"> <th rowspan="2">16:00 UTC - 21:00 UTC:</th> <th><a href='/2021/callfordc'>Doctoral Consortium</a></th> </tr> </table> </p> </div> </div> </div></div> <div class="container"> <div class="row"> <div class="col-lg-12"> <a data-toggle="collapse" href="#collapseThur" role="button" aria-expanded="false" aria-controls="collapseThur"><h2>Thursday, March 4th<span class="label label-primary"></span></h2></a> <div class="collapse in" id="collapseThur"> <p> Tutorials address technical, policy, regulatory, ethical, or social science aspects of FAccT issues for a broad audience. More information on this year's sessions can be found on the <a href='/2021/acceptedtuts'>Tutorial accepted sessions</a> page.</p> </p> <p> <table class="table"> <colgroup> <col width="20%"/> <col width="80%"/> </colgroup> <tr class="tutorials"> <th rowspan="3"> UTC+0: 12:00PM-1:30PM</th> <th> Tutorials - Session 1 </th> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> <td width="33%">Technical/Methods </td> <td width="33%">Philosophy/Law/Society</td> <td width="33%">Philosophy/Law/Society</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedtuts#Causal_fairness_analysis'>Causal fairness analysis</small></td> <td width="33%"><small><a href='/2021/acceptedtuts#invited_tutorial1'>Fairness Metrics and Non-Discrimination Law: Can Fairness be Legally Automated?</a></small></td> <td width="33%"><small><a href='/2021/acceptedtuts#power'>Power in Political Philosophy: Nature and Justification</a></small></td> </tr> </table> </td> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> </tr> <tr> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 1:30PM</th> <th>Break</th> </tr> <tr class="tutorials"> <th rowspan="3">UTC+0: 2:00PM-3:30PM</th> <th>Tutorials - Session 2</th> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> <td width="33%">Technical/Methods</td> <td width="33%">Philosophy/Law/Society</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedtuts#Explainable_ML'>Explainable ML in the Wild: When Not to Trust Your Explanations</small></td> <td width="33%"><small><a href='/2021/acceptedtuts#socialculturial'>Sociocultural diversity in machine learning: Lessons from philosophy, psychology, and organizational</a></small></td> </tr> </table> </td> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> <td width="33%">Practice</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedtuts#Publishing'>From Publishing to Practice: Bringing AI Model Monitoring to a Healthcare Setting</a></small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 3:30PM</th> <th>Break</th> </tr> <tr class="tutorials"> <th rowspan="3">UTC+0: 4:00PM-5:30PM</th> <th>Tutorials - Session 3</th> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> <td width="33%">Technical/Methods</td> <td width="33%">Philosophy/Law/Society</td> <td width="33%">Philosophy/Law/Society</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedtuts#Data_Externalities'>Data Externalities</small></td> <td width="33%"><small><a href='/2021/acceptedtuts#AI_on_the_Ground_Approach'>AI on the Ground Approach: Critical methodological reflections and lessons from the field</a></small></td> <td width="33%"><small><a href='/2021/acceptedtuts#invited_tutorial4'>Privacy is Power</a></small></td> </tr> </table> </td> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> <td width="33%">Practice</td> <td width="33%">Practice</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedtuts#responsible_ai'>Responsible AI in Industry: Lessons Learned in Practice</a></small></td> <td width="33%"><small><a href='/2021/acceptedtuts#thinking_through'>Thinking through and writing about research ethics beyond "broader impact"</a></small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 5:30PM - 6:30PM</th> <th>Long Break</th> </tr> <tr class="tutorials"> <th rowspan="3">UTC+0: 6:15PM-8:00PM</th> <th>Tutorials - Session 4</th> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> <td width="33%">Technical/Methods</td> <td width="33%">Technical/Methods</td> <td width="33%">Philosophy/Law/Society</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedtuts#invited_tutorial1'>A Behavioral and Economic Approach to Algorithmic Fairness by Sendhil Mullainathan (Invited)</small></td> <td width="33%"><small><a href='/2021/acceptedtuts#invited_tutorial2'>Rediet Abebe (Invited)</a></small></td> <td width="33%"><small><a href='/2021/acceptedtuts#Friends'>Fairness and Friends</a></small></td> </tr> </table> </td> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> <td width="33%">Practice</td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedtuts#crash_course'>A Crash Course in Motivating, Supporting, and Expanding Ethical Thinking in the Tech Classroom</a></small></td> <td width="33%"></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 8:00PM</th> <th>Break</th> </tr> <tr class="tutorials"> <th rowspan="3">UTC+0: 8:30PM-10:00PM</th> <th>Tutorials - Session 5</th> </tr> <tr class="tutorials"> <td> <table width="100%"> <tr> <td width="33%">Technical/Methods</td> <td width="33%">Practice</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedtuts#predictive'>How to Achieve Both Transparency and Accuracy in Predictive Decision Making: an Introduction to Strategic Prediction </small></td> <td width="33%"><small><a href='/2021/acceptedtuts#harms'>Using Harms and Benefits to Ground Practical AI Fairness Assessments in Finance</a></small></td> </tr> </table> </td> </tr> </table> </p> <div> </div> </div></div> <div class="container"> <div class="row"> <div class="col-lg-12"> <a data-toggle="collapse" href="#collapseFri" role="button" aria-expanded="false" aria-controls="collapseFri"><h2>Friday, March 5th<span class="label label-primary"></span></h2></a> <div class="collapse in" id="collapseFri"> <p>CRAFT sessions bring together academics of all disciplines and people representing different communities of practice (including journalism, advocacy, activism, organizing, education, art, spirituality, public authorities) in the spririt of reflection and response. CRAFT aims for interaction among participants, and pprioritize formats that allow participants to share and explore starting assumptions, prior experiences, or competing values and to foster community building, collaborative knowledge production, and future engagement.  More information on this year's sessions can be found on the <a href='/2021/acceptedcraftsessions'>CRAFT accepted sessions</a> page.</p> </p> <p> <table class="table"> <colgroup> <col width="20%"/> <col width="80%"/> </colgroup> <tr class="crafts"> <th rowspan="2">UTC+0: 12:00PM-1:30PM</th> <th>CRAFTS Sessions - Track 1, 2 & 3</th> </tr> <tr class="crafts"> <td> <table width="100%"> <tr> <td width="33%">Session 1: Track 1</td> <td width="33%">Session 1: Track 2</td> <td width="33%">Session 1: Track 3</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedcraftsessions#Inspecting_algorithms'>Inspecting algorithms in social media platforms: bridging regulators and independent auditors</small></td> <td width="33%"><small><a href='/2021/acceptedcraftsessions#ai_driven'>An Equality Opportunity: Combating Disability Discrimination in AI</small></td> <td width="33%"><small><a href='/2021/acceptedcraftsessions#ai_for_disaster'>Accountable AI for disaster risk management - FAccT considerations on risk models, geospatial data, and inclusivity of lower- and middle-income countries</small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 1:30PM</th> <th>Break</th> <tr class="crafts"> <th rowspan="2">UTC+0: 2:00PM-5:00PM</th> <th>CRAFTS Sessions - Track 1, 2 & 3</th> </tr> <tr class="crafts"> <td> <table width="100%"> <tr> <td width="33%">Session 2: Track 1</td> <td width="33%">Session 2: Track 2</td> <td width="33%">Session 2: Track 3</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedcraftsessions#app'>There’s an app for that - how can digital contact tracing apps promote fair, inclusive, and just health technologies? </small></td> <td width="33%"><small><a href='/2021/acceptedcraftsessions#civic'>Civic empowerment in the development and deployment of AI Systems</small></td> <td width="33%"><small><a href='/2021/acceptedcraftsessions#data_cards'>Data Cards Playbook: Participatory Activities for Dataset Documentation</small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 5:00PM-5:30PM</th> <th>Long Break</th> <tr class="crafts"> <th rowspan="2">UTC+0: 5:30PM-9:00PM</th> <th>CRAFTS Sessions - Track 1, 2 & 3</th> </tr> <tr class="crafts"> <td> <table width="100%"> <tr> <td width="33%">Session 3: Track 1 <br> UTC+0: 6:00-7:30pm</td> <td width="33%">Session 3: Track 2 <br> UTC+0: 5:30-7:00 pm</td> <td width="33%">Session 3: Track 3 <br> UTC+0: 6:00-9:00pm</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedcraftsessions#data_practices'>Narratives and Counternarratives on Data Practices in the Global South</small></td> <td width="33%"><small><a href='/2021/acceptedcraftsessions#methods_in_ai'>Participatory Methods in AI research (a.k.a. everything you always wanted to ask about using participatory methods in your work)</small></td> <td width="33%"><small><a href='/2021/acceptedcraftsessions#data_cards'>Data Cards Playbook: Participatory Activities for Dataset Documentation</small></td> </tr> </table> </td> </tr> <tr class="crafts"> <th>(times variable)</th> <th>Break</th> <tr class="crafts"> <th rowspan="2">UTC+0: 7:30PM-10:00PM</th> <th>CRAFTS Sessions - Track 1 & 2</th> </tr> <tr class="crafts"> <td> <table width="100%"> <tr> <td width="33%">Session 4: Track 1 <br> UTC+0: 8:00-9:30 pm</td> <td width="33%">Session 4: Track 2 <br> UTC+0: 7:30 - 10:00 pm</td> </tr> <tr> <td width="33%"><small><a href='/2021/acceptedcraftsessions#bridging_research'>Bridging Research and Policy: An Interactive Workshop on How to Use AI and Policy to Uplift Economic Opportunity in Communities of Color</small></td> <td width="33%"><small><a href='/2021/acceptedcraftsessions#demographic_data'>Contesting and Rethinking Demographic Data Infrastructures for Algorithmic Fairness </small></td> </tr> </table> </td> </tr> </table> </p> <div> </div> </div></div> <div class="container"> <div class="row"> <div class="col-lg-12"> <a data-toggle="collapse" href="#collapseMon" role="button" aria-expanded="false" aria-controls="collapseMon"><h2>Monday, March 8th <span class="label label-primary"></span></h2></a> <div class="collapse in" id="collapseMon"> <p>In addition to live stream, paper presentations will be made available for asynchronous viewing at the beginning of each day. Keynotes and panels will be streamed live.  </p> <p> <table class="table"> <colgroup> <col width="20%"/> <col width="90%"/> </colgroup> <tr class="plenary"> <th>UTC +0: 11:45PM - 12:00PM: </th> <th>Welcome + opening remarks</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 12:00PM - 1:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 1</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 2</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p><p> Title: Mitigating Bias in Set Selection with Noisy...</p> <p>Title: Image Representations Learned With Unsupervised...</p> <p>Title: Group Fairness: Independence Revisited</p></small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Corporate Social Responsibility via Multi-Armed Bandits</p> <p>Title: Building and Auditing Fair Algorithms...</p> <p>Title: When the Umpire is also a Player: Bias in Private Label...</p></small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 1:45PM</th> <th>Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 2:00PM - 3:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 3</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 4</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min </b></p> <p>Title: Standardized Tests and Affirmative Action...</p> <p>Title: From Papers to Programs: Courts, Corporations, Clinics ...</p> <p>Title: On the Moral Justification of Statistical Parity</p> </small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Fifty Shades of Grey: In Praise of a Nuanced Approach...</p> <p>Title: The Sanction of Authority: Promoting Public Trust in AI</p> <p>Title: Formalizing Trust in Artificial Intelligence: Prerequisites...</p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 3:45PM</th> <th>Break</th> </tr> <tr class="food"> <th>UTC+0: 4:00PM - 4:45PM</th> <th>Long Break</th> </tr> </tr> <tr class="research"> <th rowspan="1">UTC+0: 5:00PM - 6:00PM</th> <th><p><b>Plenary Panel</b></p> <p>Title: Health Inequities, Machine Learning, and the Covid Looking Glass</p> <p>Panelists: Marzyeh Ghassemi (U of Toronto), Seda Gürses (TU Delft), and Inioluwa Deborah (Deb) Raji (Mozilla) </p> <p>Moderator: Alix Dunn (Computer Says Maybe)</p> <p>-60- min</p></th> </tr> <tr class="research"> <th rowspan="1">UTC+0: 6:00PM - 7:00PM</th> <th><p><b>Keynote</b></p> <p>Speaker: Yeshimabeit Milner (Data For Black Lives)</p> <p>Title: Health, Technology, and Race</p> <p>Discussant: Mary Gray (Microsoft Research) <p>-60- min</p></th> </tr> <tr class="food"> <th>UTC+0: 7:00PM - 8:00PM</th> <th>Long Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 8:00PM - 9:30PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 5</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 6</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p>Title: Reasons, Values, Stakeholders: A Philosophical...</p> <p>Title: High Dimensional Model Explanations...</p> <p>Title: How can I choose an explainer? An Application-grounded...</p> <p>Title: Impossible Explanations? Beyond explainable AI in the...</p> </small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: The Effect of Differential Victim Crime Reporting...</p> <p>Title: Algorithmic Fairness in Predicting Opioid Use Disorder...</p> <p>Title: A Bayesian Model of Cash Bail Decisions</p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 9:30PM</th> <th> Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 10:00PM - 11:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 7</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 8</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Allocating Opportunities in a Dynamic Model...</p> <p>Title: The Distributive Effects of Risk Prediction...</p> <p>Title: The Effect of the Rooney Rule on Implicit Bias...</p> </small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Designing an Online Infrastructure for Collecting AI Data...</p> <p>Title: Value Cards: An Educational Toolkit for Teaching Social...</p> <p>Title: Towards Accountability for Machine Learning Datasets...</p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 11:30PM</th> <th> Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 12:00AM - 1:30AM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 9</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 10</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Towards Fair Deep Anomaly Detection</p> <p>Title: Evaluating Fairness of Machine Learning Models Under...</p> <p>Title: Detecting Discriminatory Risk through Data Annotation...</p> </small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Re-imagining Algorithmic Fairness in India and Beyond</p> <p>Title: Algorithmic Impact Assessments and Accountability...</p> </small></td> </tr> </table> </td> </tr> </table> </p> </div> </div> </div></div> <div class="container"> <div class="row"> <div class="col-lg-12"> <a data-toggle="collapse" href="#collapseTue" role="button" aria-expanded="false" aria-controls="collapseTue"><h2>Tuesday, March 9th <span class="label label-primary"></span></h2></a> <div class="collapse in" id="collapseTue"> <p>In addition to live stream, paper presentations will be made available for asynchronous viewing at the beginning of each day. Keynotes and panels will be streamed live.  </p> <p> <table class="table"> <colgroup> <col width="20%"/> <col width="90%"/> </colgroup> <tr class="plenary"> <th>11:45 UTC - 12:00 UTC: </th> <th>Welcome + Tuesday overview</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 12:00PM-1:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 11</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 12</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Narratives and Counternarratives on Data Sharing in Africa</p> <p>Title: The Ethics of Emotion in Artificial Intelligence Systems</p> <p>Title: The Algorithmic Leviathan: Arbitrariness, Fairness...</p> <p>Title: Fairness, Equality, and Power in Algorithmic Decision-Making</p> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: A semiotically-based epistemic tool to reason about...</p> <p>Title: Reviewable Automated Decision-Making: A Framework...</p> <p>Title: An Action-Oriented AI Policy Toolkit for Technology Audits...</p> <p>Title: Algorithmic Recourse: from Counterfactual Explanations...</p> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 1:45PM</th> <th>Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 2:00PM-3:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 13</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 14</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min </b></p> <p>Title: Leveraging Administrative Data for Bias Audits...</p> <p>Title: Designing Accountable Systems</p> <p>Title: TILT: A GDPR-Aligned Transparency Information...</p> </small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Fairness Violations and Mitigation under Covariate Shift</p> <p>Title: Removing Spurious Features can Hurt Accuracy and Affect...</p> <p>Title: Epistemic values in feature importance methods: Lessons...</p> <p>Title: Representativeness in Statistics, Politics, and Machine...</p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 3:00PM</th> <th>Break</th> </tr> <tr class="food"> <th>UTC+0: 4:00PM-5:00PM</th> <th>Long Break</th> </tr> </tr> <tr class="research"> <th rowspan="1">UTC+0: 5:00PM-6:00PM</th> <th><p><b>Plenary Panel</b></p> <p>Title: Causality, Fairness, and its Limitations</p> <p>Panelists: Kosuke Imai (Harvard), Issa Kohler-Hausmann (Yale), and Ricardo Silva (UCL) </p> <p>Moderator: Alix Dunn (Computer Says Maybe)</p> <p>-60- min</p></th> </tr> <tr class="research"> <th rowspan="1">UTC+0: 6:00PM-7:00PM</th> <th><p><b>Keynote</b></p> <p>Speaker: Katrina Ligett (Hewbrew University)</p> <p>Title: In Praise of (Flawed) Mathematical Models</p> <p>Discussant: Suresh Venkatasubramanian (U of Utah) <p>-60- min</p></th> </tr> <tr class="food"> <th>UTC+0: 7:00PM-8:00PM</th> <th>Long Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 8:00PM-9:45M</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 15</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 16</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p>Title: Differential Tweetment: Mitigating Racial Dialect Bias...</p> <p>Title: Spoken Corpora Data, Automatic Speech Recognition...</p> <p>Title: Towards Cross-Lingual Generalization of Translation...</p> </small></td> <td width="33%"><small><a href="#"> <p> Title: Socially Fair k-Means Clustering</p> <p>Title: "What We Can't Measure, We Can't Understand": Challenges...</p> <p>Title: Fairness Through Robustness: Investigating Robustness...</p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 9:45PM</th> <th>Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 10:00PM-11:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 17</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 18</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Price Discrimination with Fairness Constraints</p> <p>Title: Better Together? How Externalities of Size Complicate...</p> <p>Title: Fairness, Welfare, and Equity in Personalized Pricing</p> </small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Can You Fake It Until You Make It?: Impacts of Differentially...</p> <p>Title: Leave-one-out Unfairness</p> <p>Title: Chasing Your Long Tails: Differentially Private Prediction...</p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 11:45PM</th> <th>Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 12:00AM-1:30AM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 19</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 20</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: A Pilot Study in Surveying Clinical Judgments to Evaluate...</p> <p>Title: Fair Clustering via Equitable Group Representations</p> </small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Computer Science Communities: Who is Speaking, and Who...</p> <p>Title: The Whole Thing Smacks of Gender: Algorithmic Exclusion...</p> <p>Title: Black Feminist Musings on Algorithmic Oppression</p> </small></td> </tr> </table> </td> </tr> </table> </p> </div> </div> </div></div> <div class="container"> <div class="row"> <div class="col-lg-12"> <a data-toggle="collapse" href="#collapseWednesday" role="button" aria-expanded="false" aria-controls="collapseWednesday"><h2>Wednesday, March 10th <span class="label label-primary"></span></h2></a> <div class="collapse in" id="collapseWednesday"> <p>In addition to paper presentations, plenary panel, and keynote, on the final day of the conference there will also be a virtual town hall and presention of paper awards. </p> <p> <table class="table"> <colgroup> <col width="20%"/> <col width="90%"/> </colgroup> <tr class="plenary"> <th>11:45 UTC - 12:00 UTC: </th> <th>Welcome + Wednesday overview</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 12:00PM-1:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 21</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 22</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Data Leverage: A Framework for Empowering the Public...</p> <p>Title: Documenting Computer Vision Datasets: An Invitation...</p> <p>Title: Outlining Traceability: A Principle for Operationalizing...</p> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Biases in Generative Art---A Causal Look from the Lens...</p> <p>Title: Measurement and Fairness</p> <p>Title: One Label, One Billion Faces: Usage and Consistency...</p> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 1:45PM</th> <th>Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 2:00PM-3:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 23</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 24</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min </b></p> <p>Title: An Agent-based Model to Evaluate Interventions on Online...</p> <p>Title: Operationalizing Framing to Support Multiperspective...</p> <p>Title: From Optimizing Engagement to Measuring Value</p> </small></td> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Avoiding Disparity Amplification under Different Worldviews</p> <p>Title: “You Can’t Sit With Us”: Exclusionary Pedagogy in AI...</p> <p>Title: "I agree with the decision, but they didn't deserve this"...</p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 3:45PM</th> <th>Break</th> </tr> <tr class="food"> <th>UTC+0: 4:00PM-5:00PM</th> <th>Long Break</th> </tr> </tr> <tr class="research"> <th rowspan="1">UTC+0: 5:00PM-6:00PM</th> <th><p><b>Plenary Panel</b></p> <p>Title: The Future is Up for Grabs</p> <p>Panelists: Sasha Costanza-Chock (Algorithmic Justice League), Cori Crider (Foxglove), and Vidushi Marda (Article19) </p> <p>Moderator: Alix Dunn (Computer Says Maybe)</p> <p>-60- min</p></th> </tr> <tr class="research"> <th rowspan="1">UTC+0: 6:00PM-7:00PM</th> <th><p><b>Keynote</b></p> <p>Speaker: Julia Angwin (The Markup)</p> <p>Title: Algorithms, Accountability, and Journalism</p> <p>Moderator: Carly Kind (Ada Lovelace Institute) <p>-60- min</p></th> </tr> <tr class="food"> <th>UTC+0: 7:00PM-8:00PM</th> <th>Long Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 8:00PM-9:30PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%">Track 2</td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 25</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b>Session 26</b></p> Dedicated time to watch videos -60- min </small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p>Title: The Use and Misuse of Counterfactuals in Ethical...</p> <p>Title: Fairness in Risk Assessment Instruments...</p> </small></td> <td width="33%"><small><a href="#"> <p>Title: Censorship of Online Encyclopedias: Implications...</p> <p>Title: On the Dangers of Stochastic Parrots: Can Language Models...</p> <p>Title: BOLD: Dataset and Metrics for Measuring Biases...</p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 9:45PM</th> <th>Break</th> </tr> <tr class="papers"> <th rowspan="3">UTC+0: 10:00PM-11:45PM</th> <th>Paper presentations (dual-track)</th> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%">Track 1</td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"><p><b>Session 27</b></p> Dedicated time to watch videos -60- min</small></td> <td width="33%"><small><a href="#"><p><b></b></p></small></td> </tr> </table> </td> </tr> <tr class="papers"> <td> <table width="100%"> <tr> <td width="33%"></td> <td width="33%"></td> </tr> <tr> <td width="33%"><small><a href="#"> <p><b>LIVE Q&A -45- min</b></p> <p>Title: Bridging Machine Learning and Mechanism Design...</p> <p>Title: Fair Classification with Group-Dependent Label Noise</p> <p>Title: A Statistical Test for Probabilistic Fairness</p> </small></td> <td width="33%"><small><a href="#"> <p><b></p> </small></td> </tr> </table> </td> </tr> <tr class="food"> <th>UTC+0: 11:45PM</th> <th>Break</th> </tr> <tr class="papers"> <th>UTC+0: 12:00AM-12:45AM</th> <th>FAccT Townhall</th> </tr> </table> </p> </div> </div> </div> </div> </div> <footer class="footer navbar-inverted"> <div class="container"> <div class="row"> <div class="col-lg-6"> Sponsored by: <img src="/static/images/acm_logo_tablet.svg" alt="Association of Computing Machinery"> 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ACM FAccT - 2021 Program Schedule