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Created page with "'''Home * People * Michèle Sebag''' FILE:micsebag.jpg|border|right|thumb|link=https://www.lri.fr/~sebag/| Michèle Sebag <ref>[https://www.lri.fr/~sebag..."
'''[[Main Page|Home]] * [[People]] * Michèle Sebag'''
[[FILE:micsebag.jpg|border|right|thumb|link=https://www.lri.fr/~sebag/| Michèle Sebag <ref>[https://www.lri.fr/~sebag/ Home page of Michele Sebag]</ref> ]]
'''Michèle Sebag''',<br/>
a French mathematician and computer scientist, head of [https://en.wikipedia.org/wiki/Laboratory_for_Computer_Science_(University_of_Paris-Sud) Laboratoire de Recherche en Informatique, LRI], [https://en.wikipedia.org/wiki/French_National_Centre_for_Scientific_Research French National Centre for Scientific Research, CNRS], [[University of Paris#11|Paris-Sud 11 University]],
and along with [[Marc Schoenauer]] head the ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php?page=People TikiWiki | People]</ref>, [https://en.wikipedia.org/wiki/National_Institute_for_Research_in_Computer_Science_and_Control National Institute for Research in Computer Science and Control, INRIA], [https://en.wikipedia.org/wiki/Saclay Saclay], [https://en.wikipedia.org/wiki/%C3%8Ele-de-France_%28region%29 Île-de-France].
Her research interests include the broad range of [[Artificial Intelligence|artificial intelligence]], [[Learning|machine learning]], [[Knowledge|knowledge discovery]], [https://en.wikipedia.org/wiki/Stochastic_optimization stochastic optimization] and [[Genetic Programming|genetic programming]] <ref>[http://www.cs.bham.ac.uk/~wbl/biblio/gp-html/MicheleSebag.html Genetic Programming Bibliography entries] for [[Michèle Sebag]]</ref>.
=Selected Publications=
<ref>[https://tao.lri.fr/tiki-index.php?page=publications&bibAuthor=Sebag%2C+M. Publications Sebag, M.: TikiWiki]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/s/Sebag:Mich=egrave=le.html dblp: Michèle Sebag]</ref> <ref>[https://scholar.google.fr/citations?user=l-ys2jMAAAAJ&hl=en Michèle Sebag - Google Scholar Citations]</ref>
==1990 ...==
* [[Michèle Sebag]] ('''1990'''). ''A symbolic-numerical approach for supervised learning from examples and rules''. Ph.D. thesis, [[University of Paris#9|Paris Dauphine University]]
* [[Marc Schoenauer]], [[Michèle Sebag]] ('''1990'''). ''[https://www.sciencedirect.com/science/article/pii/B9781558601413500109 Incremental Learning of Rules and Meta-rules]''. [https://dblp.uni-trier.de/db/conf/icml/ml1990.html ML 1990]
* [[Michèle Sebag]], [[Marc Schoenauer]] ('''1992'''). ''[https://www.researchgate.net/publication/2283004_Learning_to_Control_Inconsistent_Knowledge Learning to Control Inconsistent Knowledge]''. [https://dblp.uni-trier.de/db/conf/ecai/ecai92.html ECAI 1992]
* [[Michèle Sebag]] ('''1997'''). ''Stochastic Heuristics for Machine Learning & Machine Learning for Stochastic Optimization''. Habilitation, [[University of Paris#11|Paris-Sud 11 University]]
==2000 ...==
* [https://dblp.uni-trier.de/pers/hd/r/Rouveirol:C=eacute=line Céline Rouveirol], [[Michèle Sebag]] (eds.) ('''2001'''). ''[https://link.springer.com/book/10.1007%2F3-540-44797-0 Inductive Logic Programming - 11th International Conference, ILP 2001 Strasbourg, France, September 9–11, 2001 Proceedings]''. [https://en.wikipedia.org/wiki/Lecture_Notes_in_Computer_Science Lecture Notes in Computer Science], Vol. 2157, [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
: [https://dblp.uni-trier.de/pers/hd/m/Maloberti:J=eacute=r=ocirc=me Jérôme Maloberti], [[Michèle Sebag]] ('''2001'''). ''[https://link.springer.com/chapter/10.1007/3-540-44797-0_14 θ-Subsumption in a Constraint Satisfaction Perspective]''. ILP 2001
* [[Sylvain Gelly]], [[Nicolas Bredèche]], [[Michèle Sebag]] ('''2005'''). ''From Factorial and Hierarchical HMM to Bayesian Network : A Representation Change Algorithm''. Proceedings of the Symposium on Abstraction, Reformulation and Approximation 2005, p107-120 ([http://www.informatik.uni-trier.de/~ley/db/conf/sara/sara2005.html#GellyBS05 SARA 2005]). [https://en.wikipedia.org/wiki/Lecture_Notes_in_Computer_Science Lecture Notes in Computer Science], Vol. 3607
* [[Marc Schoenauer]], [[Michèle Sebag]] ('''2006'''). ''Using Domain Knowledge in Evolutionary System Identification''. [https://arxiv.org/abs/cs/0602021 arXiv:cs/0602021]
==2010 ...==
* [[Romaric Gaudel]], [[Michèle Sebag]] ('''2010'''). ''Feature Selection as a one-player game''. [http://www.icml2010.org/ ICML 2010], [http://www.icml2010.org/papers/247.pdf pdf]
* [[Sylvain Gelly]], [[Marc Schoenauer]], [[Michèle Sebag]], [[Olivier Teytaud]], [[Levente Kocsis]], [[David Silver]], [[Csaba Szepesvári]] ('''2012'''). ''[http://dl.acm.org/citation.cfm?id=2093548.2093574 The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions]''. [[ACM#Communications|Communications of the ACM]], Vol. 55, No. 3, [http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Applications_files/grand-challenge.pdf pdf preprint]
* [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2012'''). ''Alternative Restart Strategies for CMA-ES''. [https://arxiv.org/abs/1207.0206 arXiv:1207.0206] <ref>[https://en.wikipedia.org/wiki/CMA-ES CMA-ES from Wikipedia]</ref>
* [[Thomas Philip Runarsson]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2012'''). ''Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling''. [https://arxiv.org/abs/1210.0374 arXiv:1210.0374]
* [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2013'''). ''KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization''. [https://arxiv.org/abs/1308.2655 arXiv:1308.2655]
* [[Olivier Bousquet]], [[Sylvain Gelly]], [[Karol Kurach]], [[Marc Schoenauer]], [[Michèle Sebag]], [[Olivier Teytaud]], [[Damien Vincent]] ('''2017'''). ''Toward Optimal Run Racing: Application to Deep Learning Calibration''. [https://arxiv.org/abs/1706.03199 arXiv:1706.03199]
* [[Alice Schoenauer-Sebag]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2017'''). ''Stochastic Gradient Descent: Going As Fast As Possible But Not Faster''. [https://arxiv.org/abs/1709.01427 arXiv:1709.01427]
* [[Herilalaina Rakotoarison]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2019'''). ''Automated Machine Learning with Monte-Carlo Tree Search''. [https://arxiv.org/abs/1906.00170 arXiv:1906.00170]
=External Links=
* [https://www.lri.fr/~sebag/ Home page of Michele Sebag]
* [http://videolectures.net/michele_sebag/ Michèle Sebag - University of Paris-Sud 11 - videolectures.net]
* [[Michèle Sebag]] - Algorithm Selection and Configuration with Monte-Carlo Tree Search, [https://www.wids.ch/ WiDS Zürich 2019]: Keynote, [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=WbOemlAsulE|alignment=left|valignment=top}}
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Sebag]]
[[Category:Mathematician|Sebag]]
[[Category:Videos|Sebag]]
[[FILE:micsebag.jpg|border|right|thumb|link=https://www.lri.fr/~sebag/| Michèle Sebag <ref>[https://www.lri.fr/~sebag/ Home page of Michele Sebag]</ref> ]]
'''Michèle Sebag''',<br/>
a French mathematician and computer scientist, head of [https://en.wikipedia.org/wiki/Laboratory_for_Computer_Science_(University_of_Paris-Sud) Laboratoire de Recherche en Informatique, LRI], [https://en.wikipedia.org/wiki/French_National_Centre_for_Scientific_Research French National Centre for Scientific Research, CNRS], [[University of Paris#11|Paris-Sud 11 University]],
and along with [[Marc Schoenauer]] head the ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php?page=People TikiWiki | People]</ref>, [https://en.wikipedia.org/wiki/National_Institute_for_Research_in_Computer_Science_and_Control National Institute for Research in Computer Science and Control, INRIA], [https://en.wikipedia.org/wiki/Saclay Saclay], [https://en.wikipedia.org/wiki/%C3%8Ele-de-France_%28region%29 Île-de-France].
Her research interests include the broad range of [[Artificial Intelligence|artificial intelligence]], [[Learning|machine learning]], [[Knowledge|knowledge discovery]], [https://en.wikipedia.org/wiki/Stochastic_optimization stochastic optimization] and [[Genetic Programming|genetic programming]] <ref>[http://www.cs.bham.ac.uk/~wbl/biblio/gp-html/MicheleSebag.html Genetic Programming Bibliography entries] for [[Michèle Sebag]]</ref>.
=Selected Publications=
<ref>[https://tao.lri.fr/tiki-index.php?page=publications&bibAuthor=Sebag%2C+M. Publications Sebag, M.: TikiWiki]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/s/Sebag:Mich=egrave=le.html dblp: Michèle Sebag]</ref> <ref>[https://scholar.google.fr/citations?user=l-ys2jMAAAAJ&hl=en Michèle Sebag - Google Scholar Citations]</ref>
==1990 ...==
* [[Michèle Sebag]] ('''1990'''). ''A symbolic-numerical approach for supervised learning from examples and rules''. Ph.D. thesis, [[University of Paris#9|Paris Dauphine University]]
* [[Marc Schoenauer]], [[Michèle Sebag]] ('''1990'''). ''[https://www.sciencedirect.com/science/article/pii/B9781558601413500109 Incremental Learning of Rules and Meta-rules]''. [https://dblp.uni-trier.de/db/conf/icml/ml1990.html ML 1990]
* [[Michèle Sebag]], [[Marc Schoenauer]] ('''1992'''). ''[https://www.researchgate.net/publication/2283004_Learning_to_Control_Inconsistent_Knowledge Learning to Control Inconsistent Knowledge]''. [https://dblp.uni-trier.de/db/conf/ecai/ecai92.html ECAI 1992]
* [[Michèle Sebag]] ('''1997'''). ''Stochastic Heuristics for Machine Learning & Machine Learning for Stochastic Optimization''. Habilitation, [[University of Paris#11|Paris-Sud 11 University]]
==2000 ...==
* [https://dblp.uni-trier.de/pers/hd/r/Rouveirol:C=eacute=line Céline Rouveirol], [[Michèle Sebag]] (eds.) ('''2001'''). ''[https://link.springer.com/book/10.1007%2F3-540-44797-0 Inductive Logic Programming - 11th International Conference, ILP 2001 Strasbourg, France, September 9–11, 2001 Proceedings]''. [https://en.wikipedia.org/wiki/Lecture_Notes_in_Computer_Science Lecture Notes in Computer Science], Vol. 2157, [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
: [https://dblp.uni-trier.de/pers/hd/m/Maloberti:J=eacute=r=ocirc=me Jérôme Maloberti], [[Michèle Sebag]] ('''2001'''). ''[https://link.springer.com/chapter/10.1007/3-540-44797-0_14 θ-Subsumption in a Constraint Satisfaction Perspective]''. ILP 2001
* [[Sylvain Gelly]], [[Nicolas Bredèche]], [[Michèle Sebag]] ('''2005'''). ''From Factorial and Hierarchical HMM to Bayesian Network : A Representation Change Algorithm''. Proceedings of the Symposium on Abstraction, Reformulation and Approximation 2005, p107-120 ([http://www.informatik.uni-trier.de/~ley/db/conf/sara/sara2005.html#GellyBS05 SARA 2005]). [https://en.wikipedia.org/wiki/Lecture_Notes_in_Computer_Science Lecture Notes in Computer Science], Vol. 3607
* [[Marc Schoenauer]], [[Michèle Sebag]] ('''2006'''). ''Using Domain Knowledge in Evolutionary System Identification''. [https://arxiv.org/abs/cs/0602021 arXiv:cs/0602021]
==2010 ...==
* [[Romaric Gaudel]], [[Michèle Sebag]] ('''2010'''). ''Feature Selection as a one-player game''. [http://www.icml2010.org/ ICML 2010], [http://www.icml2010.org/papers/247.pdf pdf]
* [[Sylvain Gelly]], [[Marc Schoenauer]], [[Michèle Sebag]], [[Olivier Teytaud]], [[Levente Kocsis]], [[David Silver]], [[Csaba Szepesvári]] ('''2012'''). ''[http://dl.acm.org/citation.cfm?id=2093548.2093574 The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions]''. [[ACM#Communications|Communications of the ACM]], Vol. 55, No. 3, [http://www0.cs.ucl.ac.uk/staff/D.Silver/web/Applications_files/grand-challenge.pdf pdf preprint]
* [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2012'''). ''Alternative Restart Strategies for CMA-ES''. [https://arxiv.org/abs/1207.0206 arXiv:1207.0206] <ref>[https://en.wikipedia.org/wiki/CMA-ES CMA-ES from Wikipedia]</ref>
* [[Thomas Philip Runarsson]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2012'''). ''Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling''. [https://arxiv.org/abs/1210.0374 arXiv:1210.0374]
* [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2013'''). ''KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization''. [https://arxiv.org/abs/1308.2655 arXiv:1308.2655]
* [[Olivier Bousquet]], [[Sylvain Gelly]], [[Karol Kurach]], [[Marc Schoenauer]], [[Michèle Sebag]], [[Olivier Teytaud]], [[Damien Vincent]] ('''2017'''). ''Toward Optimal Run Racing: Application to Deep Learning Calibration''. [https://arxiv.org/abs/1706.03199 arXiv:1706.03199]
* [[Alice Schoenauer-Sebag]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2017'''). ''Stochastic Gradient Descent: Going As Fast As Possible But Not Faster''. [https://arxiv.org/abs/1709.01427 arXiv:1709.01427]
* [[Herilalaina Rakotoarison]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2019'''). ''Automated Machine Learning with Monte-Carlo Tree Search''. [https://arxiv.org/abs/1906.00170 arXiv:1906.00170]
=External Links=
* [https://www.lri.fr/~sebag/ Home page of Michele Sebag]
* [http://videolectures.net/michele_sebag/ Michèle Sebag - University of Paris-Sud 11 - videolectures.net]
* [[Michèle Sebag]] - Algorithm Selection and Configuration with Monte-Carlo Tree Search, [https://www.wids.ch/ WiDS Zürich 2019]: Keynote, [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=WbOemlAsulE|alignment=left|valignment=top}}
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Sebag]]
[[Category:Mathematician|Sebag]]
[[Category:Videos|Sebag]]
