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<html> <head>  <title>JMLR Special Issue on Independent Components Analysis</title> <style> . {font-family:verdana,helvetica,sans-serif} a {text-decoration:none;color:#3030a0} </style> </head> <body> <div id="content"> <h1>JMLR Special Issue on Independent Components Analysis</h1> <dl> <dt>Introduction to Special Issue on Independent Components Analysis <dd>Te-Won Lee, Jean-François Cardoso, Erkki Oja, Shun-ichi Amari; 4(Dec):1175--1176, 2003. [abs][<a target="_blank" href="http://www.jmlr.org/papers/volume4/lee03a/lee03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/lee03a/lee03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/lee03a/lee03a.ps">ps</a>] </dl> <dl> <dt>Dependence, Correlation and Gaussianity in Independent Component Analysis <dd>Jean-François Cardoso; 4(Dec):1177--1203, 2003. [<a href="http://www.jmlr.org/papers/v4/cardoso03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/cardoso03a/cardoso03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/cardoso03a/cardoso03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/cardoso03a/cardoso03a.ps">ps</a>] </dl> <dl> <dt>Beyond Independent Components: Trees and Clusters <dd>Francis R. Bach, Michael I. Jordan; 4(Dec):1205--1233, 2003. [<a href="http://www.jmlr.org/papers/v4/bach03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/bach03a/bach03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/bach03a/bach03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/bach03a/bach03a.ps">ps</a>] </dl> <dl> <dt>Energy-Based Models for Sparse Overcomplete Representations <dd>Yee Whye Teh, Max Welling, Simon Osindero, Geoffrey E. Hinton; 4(Dec):1235--1260, 2003. [<a href="http://www.jmlr.org/papers/v4/teh03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/teh03a/teh03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/teh03a/teh03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/teh03a/teh03a.ps">ps</a>] </dl> <dl> <dt>Blind Source Separation via Generalized Eigenvalue Decomposition <dd>Lucas Parra, Paul Sajda; 4(Dec):1261--1269, 2003. [<a href="http://www.jmlr.org/papers/v4/parra03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/parra03a/parra03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/parra03a/parra03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/parra03a/parra03a.ps">ps</a>] </dl> <dl> <dt>ICA Using Spacings Estimates of Entropy <dd>Erik G. Learned-Miller, John W. Fisher III; 4(Dec):1271--1295, 2003. [<a href="http://www.jmlr.org/papers/v4/learned-miller03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/learned-miller03a/learned-miller03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/learned-miller03a/learned-miller03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/learned-miller03a/learned-miller03a.ps">ps</a>] </dl> <dl> <dt>MISEP -- Linear and Nonlinear ICA Based on Mutual Information <dd>Luís B. Almeida; 4(Dec):1297--1318, 2003. [<a href="http://www.jmlr.org/papers/v4/almeida03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/almeida03a/almeida03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/almeida03a/almeida03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/almeida03a/almeida03a.ps">ps</a>] </dl> <dl> <dt>Blind Separation of Post-nonlinear Mixtures using Linearizing Transformations and Temporal Decorrelation <dd>Andreas Ziehe, Motoaki Kawanabe, Stefan Harmeling, Klaus-Robert Müller; 4(Dec):1319--1338, 2003. [<a href="http://www.jmlr.org/papers/v4/ziehe03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/ziehe03a/ziehe03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/ziehe03a/ziehe03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/ziehe03a/ziehe03a.ps">ps</a>] </dl> <dl> <dt>A Multiscale Framework For Blind Separation of Linearly Mixed Signals <dd>Pavel Kisilev, Michael Zibulevsky, Yehoshua Y. Zeevi; 4(Dec):1339--1363, 2003. [<a href="http://www.jmlr.org/papers/v4/kisilev03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/kisilev03a/kisilev03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/kisilev03a/kisilev03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/kisilev03a/kisilev03a.ps">ps</a>] </dl> <dl> <dt>A Maximum Likelihood Approach to Single-channel Source Separation <dd>Gil-Jin Jang, Te-Won Lee; 4(Dec):1365--1392, 2003. [<a href="http://www.jmlr.org/papers/v4/jang03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/jang03a/jang03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/jang03a/jang03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/jang03a/jang03a.ps">ps</a>] </dl> <dl> <dt>Statistical Dynamics of On-line Independent Component Analysis <dd>Gleb Basalyga, Magnus Rattray; 4(Dec):1393--1410, 2003. [<a href="http://www.jmlr.org/papers/v4/basalyga03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/basalyga03a/basalyga03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/basalyga03a/basalyga03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/basalyga03a/basalyga03a.ps">ps</a>] </dl> <dl> <dt>Blind Source Recovery: A Framework in the State Space <dd>Khurram Waheed, Fathi M. Salem; 4(Dec):1411--1446, 2003. [<a href="http://www.jmlr.org/papers/v4/waheed03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/waheed03a/waheed03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/waheed03a/waheed03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/waheed03a/waheed03a.ps">ps</a>] </dl> <dl> <dt>Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions <dd>Jaakko Särel&auml, Ricardo Vigário; 4(Dec):1447--1469, 2003. [<a href="http://www.jmlr.org/papers/v4/sarela03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/sarela03a/sarela03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/sarela03a/sarela03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/sarela03a/sarela03a.ps">ps</a>] </dl> <dl> <dt>ICA for Watermarking Digital Images <dd>Stéphane Bounkong, Borémi Toch, David Saad, David Lowe; 4(Dec):1471--1498, 2003. [<a href="http://www.jmlr.org/papers/v4/bounkong03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/bounkong03a/bounkong03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/bounkong03a/bounkong03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/bounkong03a/bounkong03a.ps">ps</a>] </dl> <dl> <dt>A Generative Model for Separating Illumination and Reflectance from Images <dd>Inna Stainvas, David Lowe; 4(Dec):1499--1519, 2003. [<a href="http://www.jmlr.org/papers/v4/stainvas03a.html">abs</a>][<a target="_blank" href="http://www.jmlr.org/papers/volume4/stainvas03a/stainvas03a.pdf">pdf</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/stainvas03a/stainvas03a.ps.gz">ps.gz</a>] [<a target="_blank" href="http://www.jmlr.org/papers/volume4/stainvas03a/stainvas03a.ps">ps</a>] </dl> </div>  </body> </html>