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--- en:research [2021/05/05 10:26] – [Current] grandval
+++ en:research [2023/08/31 16:48] (current) – [Current] grandval
@@ Line 9: / Line 9: @@
 Sparsity Inducing Penalties, Representation learning, Co-Clustering, Cross-Validation, Semi-supervised learning, Noise Injection, Evidential Pattern Recognition, Bioinformatics, Fault Diagnosis & Environmental Monitoring.
-====== Students ======
+====== PhD students ======
 ===== Current =====
+^ PhD candidate ^ Co-supervisor ^ Subject ^ Dates ^
+| Do, T. H.| Nguyen V. L.| Probabilistic Graphical Models for Complex Learning Tasks | 2023-2026 |
+| Urbani N.| S. Rousseau | Detection of visual defects | 2021-2024 |
+| Carvalho P. | A. Durupt (Roberval) | Machine learning in industrial diagnosis and process control | 2021-2024 |
-<html>
-<table border="0" cellpadding="10" cellspacing="0"  width="100%" color=#000000>
-<tr>
- <td><span class="author">Frisch, G.</span></td>
- <td align=right valign=top>PhD candidate</td></tr></tr>
-<tr>
- <td colspan=2 color=#FF00FF><i>Co-clustering for collaborative filtering</i>, 2018-2021
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with J.-B. Leger </td>
-</tr>
-</table>
-<table border="0" cellpadding="10" cellspacing="0"  width="100%" color=#FF00FF>
-<tr>
- <td><span class="author">Cara, F.</span></td>
- <td align=right valign=top>PhD candidate</td></tr></tr>
-<tr>
- <td colspan=2 color=#FF00FF><i>Machine learning in industrial diagnosis and process control</i>, 2018-2021
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with N. Boudaoud (Roberval)</td>
-</tr>
-</table>
-<table border="0" cellpadding="10" cellspacing="0"  width="100%" color=#FF00FF>
-<tr>
- <td><span class="author">Loukkal, A.</span></td>
- <td align=right valign=top>PhD candidate</td></tr></tr>
-<tr>
- <td colspan=2 color=#FF00FF><i>Localization and semantic segmentation with a cartographic prior</i>, 2017-2021
- </td>
-</tr>
-</table>
-</html>
 ===== Former =====
-<html>
+^ PhD ^ Co-supervisor ^ Subject ^ Dates ^
+| G. Frisch| J.-B. Leger | Co-clustering for collaborative filtering | 2018-2021 |
-<table border="0" cellpadding="10" cellspacing="0"  width="100%" color=#FF00FF>
+| F. Cara | N. Boudaoud (Roberval) | Machine learning in industrial diagnosis and process control | 2018-2022 |
-<tr>
+| A. Loukkal| | Localization and semantic segmentation with a cartographic prior | 2017-2021 |
- <td><span class="author">Li, X.</span></td>
+| X. Li | F. Davoine | Regularization for deep transfer learning | 2016-2019 |
- <td align=right valign=top>researcher</td></tr></tr>
+| S. A. Puthiya Parambath | N. Usunier | New methods for learning with multiple objectives | 2013-2016 |
-<tr> <td colspan=2 align=right valign=top>Baidu, Beijing</td></tr></tr>
+| A. Garcia-Duran | A. Bordes, N. Usunier | Learning representations in multi-relational graphs: algorithms and applications | 2013-2016 |
- <td colspan=2 color=#FF00FF><i>Regularization for deep transfer learning</i>, 2016-2019
+| J.-M. Bécu | C. Ambroise (LaMME) | Uncertainty in Sparse Regression | 2012-2015 |
- </td>
+| X. Liu | A. Bordes | Weakly Supervised Bio-NLP | 2011-2014 |
-</tr>
+| L. F. Sanchez | G. Govaert | Sparse Classification and Clustering | 2010-2013 |
+| A. Lomet | G. Govaert | Model Selection for the Latent Block Model | 2009-2012|
-</tr>
+| M. Szafranski | P. Morizet | Hierarchical Penalization for Incorporating Knowledge in Statistical Model | 2005-2008 |
-<tr>
+| R. Hérault | F. Davoine | Vision and Statistical Learning for Characterizing Human Behavior | 2004-2007 |
- <td colspan=2>co-supervision with F. Davoine</td>
+| M. Avalos | C. Ambroise | Parsimonious Additive Models | 2001-2004 |
-</tr>
+| S. G. Maquiné de Souza | T. Denœux | Wastewater Sludge Processing by Image Analysis | 2000-2005 |
-</table>
+| J. François | | Data and knowledge fusion: an evolutive approach to diagnosis | 1997-2000 |
-<table border="0" cellpadding="10" cellspacing="0"  width="100%" color=#FF00FF>
-<tr>
- <td><span class="author">Puthiya Parambath, S. A.</span></td>
- <td align=right valign=top>researcher</td>
-</tr>
-<td colspan=2 align=right valign=top>QCRI, Qatar</td>
-</tr>
-<tr>
- <td colspan=2 color=#FF00FF><i>New methods for learning with multiple objectives</i>, 2013-2016
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with N. Usunier</td>
-</tr>
-</table>
-<table border="0" cellpadding="10" cellspacing="0"  width="100%" color=#FF00FF>
-<tr>
- <td><span class="author">Garcia-Duran, A.</span></td>
- <td align=right valign=top>researcher</td>
-</tr>
-<tr> <td colspan=2 align=right valign=top>NEC, Germany</td></tr>
-</tr>
-<tr>
- <td colspan=2 color=#FF00FF><i>Learning representations in multi-relational graphs: algorithms and applications</i>, 2013-2016
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with A. Bordes et N. Usunier</td>
-</tr>
-</table>
-<table border="0" cellpadding="10" cellspacing="0"  width="100%" color=#FF00FF>
-<tr>
- <td><span class="author">B&eacute;cu, J.-M.</span></td>
- <td align=right valign=top>engineer</td></tr></tr>
-<tr> <td colspan=2 align=right valign=top>ACOEM, Lyon</td></tr>
-<tr>
- <td colspan=2 color=#FF00FF><i>Uncertainty in Sparse Regression</i>, 2012-2015
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with <a href="http://www.math-evry.cnrs.fr/members/cambroise/welcome">C. Ambroise</a></td>
-</tr>
-</table>
-<table border="0" cellpadding="0" cellspacing="0"  width="100%">
-<tr>
- <td><span class="author">Liu, X.</span></td>
- <td align=right valign=top>engineer</td></tr></tr>
-<tr> <td colspan=2 align=right valign=top>NoisyChannels</td></tr>
-<tr>
- <td colspan=2><i>Weakly Supervised Bio-NLP</i>, 2011-2014
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with A. Bordes</td>
-</tr>
-</table>
-<table border="0" cellpadding="0" cellspacing="0"  width="100%">
-<tr>
- <td><span class="author">S&aacute;nchez, L. F.</span></td>
- <td align=right valign=top>engineer</td>
-<tr>
- <td colspan=2 align=right valign=top>Amadeus</td>
-</tr>
-<tr>
- <td colspan=2><i>Sparse Classification and Clustering</i>, 2010-2013
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with G. Govaert</td>
-</tr>
-</table>
-<hr width="50%" align=left>
-<table border="0" cellpadding="0" cellspacing="0"  width="100%">
-<tr>
- <td><span class="author">Lomet, A.</span></td>
- <td align=right valign=top>researcher</td>
-<tr>
- <td colspan=2 align=right valign=top>CEA</td>
-</tr>
-<tr>
- <td colspan=2><i>Model Selection for the Latent Block Model</i>, 2009-2012.
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with G. Govaert</td>
-</tr>
-</table>
-<table border="0" cellpadding="0" cellspacing="0"  width="100%">
-<tr>
- <td><span class="author">Szafranski, M.</span></td>
- <td align=right valign=top>associate professor,</td>
-<tr>
- <td colspan=2 align=right valign=top>ENSIIE</td>
-</tr>
-<tr>
- <td colspan=2><i>Hierarchical Penalization for Incorporating Knowledge in Statistical Model</i>, 2005-2008.
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with P. Morizet-Mahoudeaux</td>
-</tr>
-</table>
-<table border="0" cellpadding="0" cellspacing="0"  width="100%">
-<tr>
- <td><span class="author">H&eacute;rault, R.</span></td>
- <td align=right valign=top>associate professor,</td>
-</tr>
-<tr>
- <td colspan=2 align=right valign=top>INSA Rouen</td>
-</tr>
-<tr>
- <td colspan=2><i>Vision and Statistical Learning for Characterizing Human Behavior</i>, 2004-2007.
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with F. Davoine</td>
-</tr>
-</table>
-<table border="0" cellpadding="0" cellspacing="0"  width="100%">
-<tr>
- <td><span class="author">Avalos, M.</span></td>
- <td align=right valign=top>associate professor,</td>
-</tr>
-<tr>
- <td colspan=2 align=right valign=top>Universit&eacute; Bordeaux 2</td>
-</tr>
-<tr>
- <td colspan=2><i>Parsimonious Additive Models</i>, 2001-2004
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with C. Ambroise</td>
-</tr>
-</table>
-<table border="0" cellpadding="0" cellspacing="0"  width="100%">
-<tr>
- <td><span class="author">Maquin&eacute; de Souza, S. G.</span></td>
- <td align=right valign=top>researcher,</td>
-</tr>
-<tr>
- <td colspan=2 align=right valign=top>CIRSEE, Suez Environnement</td>
-</tr>
-<tr>
- <td colspan=2><i>Wastewater Sludge Processing by Image Analysis</i>, 2000-2005
- </td>
-</tr>
-<tr>
- <td colspan=2>co-supervision with T. Denœux</td>
-</tr>
-</table>
-<table border="0" cellpadding="0" cellspacing="0"  width="100%">
-<tr>
- <td><span class="author">Fran&ccedil;ois, J.</span></td>
- <td align=right valign=top>engineer,</td>
-</tr>
-<tr>
- <td colspan=2 align=right valign=top>PALM</td>
-</tr>
-<tr>
- <td colspan=2><i>Data and knowledge fusion : an evolutive approach to diagnosis</i>, 1997-2000
- </td>
-</tr>
-</table>
-</html>

UMR CNRS 7253

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