Différences

Ci-dessous, les différences entre deux révisions de la page.

--- fr:articles [2018/09/29 16:03] – [Sélection d'articles par thème depuis 1996] grandval
+++ fr:articles [2023/09/01 15:22] (Version actuelle) – [Sélection d'articles par thème] grandval
@@ Ligne 4: / Ligne 4: @@
 ====== Sélection d'articles par thème ======
+Voir [[en:articles|version anglaise]]
-===== Pénalisation & Parcimonie =====
-<html>
-<table
-<tr>
-  <td></td><td>
-  <div><span class="author">Rakotomamonjy, A. and Bach, F. and Canu, S. and Grandvalet, Y.</span></div></td>
-  <td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=RAKO08, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">SimpleMKL</div></td>
-  <td width=20% align=right valign=top><a HREF="./data/media/papers/rakotomamonjy08.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2> <i>Journal of Machine Learning Research</i>, vol. 9, pp. 2491-2521, 2008
-</tr>
-<tr>
-  <td></td><td>
-  <div><span class="author">Rakotomamonjy, A. and Bach, F.R. and Canu, S. and Grandvalet, Y.</span></div></td>
-  <td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=RAKO07, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">More Efficiency in Multiple Kernel Learning</div></td>
-  <td width=20% align=right valign=top><a HREF="./data/media/papers/rakotomamonjy07.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2> <i>Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007)</i>, ed.: Ghahramani Z., pp. 775-782, 2007
-</tr>
-<tr>
-  <td></td><td>
-  <div><span class="author">Szafranski, M. and Grandvalet, Y. and Rakotomamonjy, A.</span></div></td>
-  <td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=SZAF08, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">Composite Kernel Learning</div></td>
-  <td width=20% align=right valign=top><a HREF="./data/media/papers/szafranski08.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2> <i>International Conference on Machine Learning (ICML 2008)</i>, pp. 1040-1047, july, 2008
-</tr>
-<tr>
-  <td></td><td>
-  <div><span class="author">Szafranski, M. and Grandvalet, Y. and Morizet-Mahoudeaux, P.</span></div></td>
-  <td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=SZAF07, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">Hierarchical Penalization</div></td>
-  <td width=20% align=right valign=top><a HREF="./data/media/papers/szafranski07.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2> <i>Advances in Neural Information Processing Systems 20 (NIPS 2007)</i>, pp. 1457-1464, MIT press, 2008
-</tr>
-<tr>
-  <td></td><td>
-  <div><span class="author">Avalos, M. and Grandvalet, Y. and Ambroise, C.</span></div></td>
-  <td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=AVAL, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">Parsimonious Additive Models</div></td>
-  <td width=20% align=right valign=top><a HREF="./data/media/papers/avalos07.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2> <i>Computational Statistics and Data Analysis</i>, vol. 51, num. 6, pp. 2851-2870, 2007
-</tr>
-<tr>
-  <td></td><td>
-  <div><span class="author">Grandvalet, Y. and Canu, S.</span></div></td>
-  <td width=20% align=right valign=top><a href="../bibtex/grandvalet03.html">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">Adaptive Scaling for Feature Selection in SVMs</div></td>
-  <td width=20% align=right valign=top><a HREF="../nips02.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2> <i>Advances in Neural Information Processing Systems 15 (NIPS 2002)</i>, pp. 569-576, MIT press, 2003</td>
-  <td width=20% align=right valign=top><a HREF="../nips02.ps.gz">[ps.gz]</a></td>
-</tr>
-<tr>
-  <td></td><td>
-  <div><span class="author">Grandvalet, Y. and Canu, S.</span></div></td>
-  <td width=20% align=right valign=top><a href="../bibtex/grandvalet98b.html">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">Outcomes of the equivalence of adaptive ridge with least absolute shrinkage</div></td>
-  <td width=20% align=right valign=top><a HREF="../nips98.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2><i>Advances in Neural Information Processing Systems 11 (NIPS 1998)</i>, pp. 445-451, MIT press, 1999</td>
-  <td width=20% align=right valign=top><a HREF="../nips98.ps.gz">[ps.gz]</a></td>
-</tr>
-<tr>
-  <td></td><td>
-  <div><span class="author">Grandvalet, Y.</span></div></td>
-  <td width=20% align=right valign=top><a href="../bibtex/grandvalet98a.html">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">Least absolute shrinkage is equivalent to quadratic penalization</div></td>
-  <td width=20% align=right valign=top><a HREF="../icann98.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2><i>ICANN'98</i>, Perspectives in Neural Computing, pp. 201-206, Springer, 1998</td>
-  <td width=20% align=right valign=top><a HREF="../icann98.ps.gz">[ps.gz]</a></td>
-</tr>
-<tr><td></td><td>
-<dd>  Matlab function for doing adaptive ridge regression or lasso</dd></td>
-<td width=20% align=right valign=top><a HREF="arrfit.m">Matlab code</a>
-</td></tr>
-</table>
-</html>
-===== Critères parcimonieux & rejet =====
-<html>
-<table
-<tr><td></td>
-<td><div><span class="author">Grandvalet, Y. and Rakotomamonjy, A. and Keshet, J. and Canu, S.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=GRAN08, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Support Vector Machines with a Reject Option
-</div><i>Advances in Neural Information Processing Systems 21</i>, pp. 537-544, publisher: MIT Press, 2008<br></tr>
-<tr><td></td>
-<td><div><span class="author">H&eacute;rault, R. and Grandvalet, Y.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=HÈRA08, RN"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Classifieurs Probabilistes Parcimonieux
-</div><i>Traitement du Signal</i>, vol. 25, num. 4, pp. 279-291, 2008<br></tr>
-</td></tr><tr><td>
-<td><div><span class="author">H&eacute;rault, R. and Grandvalet, Y.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=HÈRA07, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Sparse Probabilistic Classifiers
-</div><i>Proceedings of 24th International Conference on Machine Learning</i>, Oregon State University, Corvallis, Oregon, USA, pp. 337-344, ed.: Ghahramani Z., June, 2007<br><a href="http://www.machinelearning.org/proceedings/icml2007/papers/233.pdf" TARGET="_blank"><img SRC="./images/web.gif" align=left>document</a><br></tr>
-</td></tr><tr><td>
-<td><div><span class="author">Grandvalet, Y. and Mari&eacute;thoz, J. and Bengio, S.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=GRAN06a, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">A probabilistic interpretation of SVMs with an application to unbalanced classification
-</div><i>Advances in Neural Information Processing Systems 18</i>, pp. 467-474, publisher: MIT Press, 2006<br></tr>
-</table>
-</html>
-===== Semi-supervisé =====
-<html>
-<table
-<tr><td></td>
-<td><div><span class="author">Grandvalet, Y. and Bengio, Y.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=GRAN06, Ch"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">chapter:"Entropy Methods"
-</div><i>Semi-Supervised Learning</i>
-, ed.: Chapelle, O. and Schoelkopf, B. and Zien, A., pp. 151-168, series: Adaptive Computation and Machine Learning, MIT Press, 2006<br></tr>
-<tr><td></td>
-<td><div><span class="author">Grandvalet, Y. and Bengio, Y.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=GRAN05, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Semi-supervised learning by entropy minimization
-</div><i>Neural Information Processing Systems 17</i>, Vancouver, Canada, pp. 529-536, MIT Press, 2005<br></tr>
-<tr><td></td>
-<td><div><span class="author">d'Alch&eacute; Buc F., Grandvalet Y. and Ambroise, C.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=GRAN05, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Semi-supervised learning by entropy minimization
-</div><i>Neural Information Processing Systems 14</i>, Vancouver, Canada, pp.  553-560, MIT Press, 2002<br></tr>
-</table>
-</html>
-===== Validation Croisée =====
-<html>
-<table>
-<tr>
-  <td></td><td>
-  <div><span class="author">Bengio, Y. and Grandvalet, Y.</span></div></td>
-  <td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=BENG04, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">No unbiased estimator of the variance of K-fold cross-validation</div></td>
-  <td width=20% align=right valign=top><a HREF="../JMLR04.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
- <td colspan=2> <i>Journal of Machine Learning Research</i>, vol. 5, pp. 1089-1105, 2004</td>
-</tr>
-<td></td><td>
-  <div><span class="author">Bengio, Y. and Grandvalet, Y.</span></div></td>
-  <td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=BENG03, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">No unbiased estimator of the variance of K-fold cross-validation</div></td>
-  <td width=20% align=right valign=top><a HREF="../nips03.pdf">[pdf]</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
- <td colspan=2> <i>Advances in Neural Information Processing Systems 16 (NIPS 2003)</i>, pp. 513-520, 2004</td>
-</tr>
-</table>
-</html>
-===== Bagging =====
-<html>
-<table
-<tr>
-  <td></td><td>
-  <div><span class="author">Grandvalet, Y.</span></div></td>
-  <td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=GRAN04, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2> <div id="title">Bagging equalizes influence</div><i>Machine Learning</i>, vol. 55, num. 3, pp. 251-270, 2004
-</tr>
-</table>
-</html>
-===== Combinaison par Dempster-Shafer =====
-<html>
-<table
-<tr><td></td>
-<td><div><span class="author">Fran&ccedil;ois, J. and Grandvalet, Y. and Denoeux, T. and Roger, J.M.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=FRAN03a, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Resample and combine : an approach to improving uncertainty representation in evidential pattern classification
-</div><i>Information Fusion</i>, vol. 4, num. 2, pp. 75-85, 2003<br></tr>
-<tr><td></td>
-<td><div><span class="author">Fran&ccedil;ois, J. and Grandvalet, Y. and Denoeux, T. and Roger, J.M.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=FRAN03b, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Addenda to resample and combine : an approach to improving uncertainty representation in evidential pattern classification
-</div><i>Information Fusion</i>, vol. 4, num. 3, pp. 235-236, 2003<br></tr>
-</table>
-</html>
-===== Applications =====
-<html>
-<table
-<tr><td></td>
-<td><div><span class="author">Paiement, J.-F. and Grandvalet, Y. and Bengio, S.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=PAIE09, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Predictive models for music
-</div><i>Connection Science</i>, vol. 21, num. 2-3, pp. 253-272, 2009
-<br><a href="dx.doi.org/10.1080/09540090902733806 http://hal.archives-ouvertes.fr/hal-00416135/en/" TARGET="_blank"><img SRC="./images/web.gif" align=left>document</a><br></tr>
-<tr><td></td>
-<td><div><span class="author">Paiement, J.-F. and Grandvalet, Y. and Bengio, S. and Eck, D.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=PAIE08, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">A Distance Model for Rhythms
-</div><i>Proceedings of the 25th Annual International Conference on Machine Learning (ICML 2008)</i>, pp. 736-743, ed.: McCallum, A. and Roweis, S., publisher: Omnipress, 2008<br></tr>
-<tr><td></td>
-<td><div><span class="author">Mari&eacute;thoz, J. and Bengio, S. and Grandvalet, Y.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=MARI08, Ch"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr>
-  <td colspan=2> <div id="title">chapter:"Kernel Based Text-Independent Speaker Verification"</div></td>
-  <td width=20% align=right valign=top><a HREF="http://eu.wiley.com/WileyCDA/WileyTitle/productCd-0470696834.html" target="Content">Book</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-  <td colspan=2> <i>Automatic Speech and Speaker Recognition: Large Margin and Kernel Methods</i>, ed.: Keshet, J. and Bengio, S., pp. 197-224, John Wiley & Sons, 2008
-  <td width=20% align=right valign=top><a  HREF="http://speaker.abracadoudou.com/Speaker/Welcome.html" target="Content" >Software</a></td>
-</tr>
-<tr><td></td>
-<td><div><span class="author">H&eacute;rault, R. and Davoine, F. and Grandvalet, Y.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=HERA06, CI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Head and Facial Action Tracking: Comparison of two Robust Approaches
-</div><i>7th IEEE International Conference on Automatic Face and Gesture Recognition</i>, Southampton, UK, pp. 287-292, publisher: IEEE Computer Society, April, 2006<br><a href="http://eprints.pascal-network.org/archive/00002239/" TARGET="_blank"><img SRC="./images/web.gif" align=left>document</a><br></tr>
-<tr><td></td>
-<td><div><span class="author">Grandvalet, Y. and Masson, M.-H.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=GRAN01, Ch"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">chapter:"R&eacute;seaux de neurones pour le diagnostic"
-</div><i>Trait&eacute; IC2, Diagnostic : Intelligence Artificielle et Reconnaissance des Formes</i>
-, ed.: B. Dubuisson, pp. 179-218, Herm&egrave;s, 2001<br></tr>
-<tr><td></td>
-<td><div><span class="author">Ambroise, C. and Grandvalet Y.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=PAIE09, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Prediction of ozone peaks by  mixture models</div><i>Ecological Modeling</i>, vol.
-, num. 2/3, pp. 275-289, 2001
-<br><a href="dx.doi.org/10.1080/09540090902733806 http://hal.archives-ouvertes.fr/hal-00416135/en/" TARGET="_blank"><img SRC="./images/web.gif" align=left>document</a><br></tr>
-<tr><td></td>
-<td><div><span class="author">Masson, M.-H., Canu, S. and Grandvalet Y.</span></div></td>
-<td width=20% align=right valign=top><a href="http://www.hds.utc.fr/publication/displaysinglebibtex.php?bibtexCitation=PAIE09, RI"  target="Content" title="display bibtex entry">Bibtex</a></td>
-</tr>
-<tr style="border-bottom:10px solid #FFFFFF;">
-<td colspan=2> <div id="title">Software sensor design based on empirical data</div><i>Ecological Modeling</i>, vol.
-, pp. 131-139, 1999
-<br><a href="dx.doi.org/10.1080/09540090902733806 http://hal.archives-ouvertes.fr/hal-00416135/en/" TARGET="_blank"><img SRC="./images/web.gif" align=left>document</a><br></tr>
-</table>
-</html>

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