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Created page with "'''Home * People * Marc Schoenauer''' FILE:marc-schoenauer.jpg|border|right|thumb|link=https://www.lri.fr/~marc/| Marc Schoenauer <ref>[https://www.lri.f..."
'''[[Main Page|Home]] * [[People]] * Marc Schoenauer'''
[[FILE:marc-schoenauer.jpg|border|right|thumb|link=https://www.lri.fr/~marc/| Marc Schoenauer <ref>[https://www.lri.fr/~marc/ Home page of Marc Schoenauer, head of TAO team]</ref> ]]
'''Marc Schoenauer''',<br/>
a French mathematician and computer scientist, along with [[Michèle Sebag]] head of the ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php TikiWiki : Welcome to TAO Web site]</ref>
and senior researcher of [https://en.wikipedia.org/wiki/Laboratory_for_Computer_Science_(University_of_Paris-Sud) LRI] with [https://en.wikipedia.org/wiki/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 IDF], [https://en.wikipedia.org/wiki/French_National_Centre_for_Scientific_Research CNRS], [[University of Paris#11|Paris-Sud 11 University]].
He graduated at [https://en.wikipedia.org/wiki/%C3%89cole_Normale_Sup%C3%A9rieure École Normale Supérieure] in [https://en.wikipedia.org/wiki/Paris Paris], and obtained a Ph.D. in [https://en.wikipedia.org/wiki/Numerical_analysis Numerical analysis] at [[University of Paris#6|Université Paris 6]] in 1980.
Schoenauer has been working in the field of [https://en.wikipedia.org/wiki/Evolutionary_computation evolutionary computation] (EC) and [[Genetic Programming|genetic programming]] since the early 90s, more particularly at the interface between EC and [[Learning|machine learning]] <ref>[http://www.lri.fr/%7Emarc/bio_short.html Short CV of Marc Schoenauer, Nov. 2008]</ref>.
=Selected Publications=
<ref>[https://www.lri.fr/~marc/selectedBib.html Marc Schoenauer - Selected Publications]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/s/Schoenauer:Marc dblp: Marc Schoenauer]</ref> <ref>[https://scholar.google.com/citations?user=GrCk6WoAAAAJ&hl=en Marc Schoenauer - Google Scholar Citations]</ref>
==1990 ...==
* [[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]
* [http://recherche.enac.fr/~delahaye/ Daniel Delahaye], [[Jean-Marc Alliot]], [[Marc Schoenauer]], [https://scholar.google.com/citations?user=H2VjSOgAAAAJ&hl=en Jean-Loup Farges] ('''1994'''). ''[https://www.researchgate.net/publication/2489370_Genetic_Algorithms_for_Air_Traffic_Assignment Genetic Algorithms for Air Traffic Assignment]''. [https://dblp.uni-trier.de/db/conf/ecai/ecai94.html ECAI 1994]
* [https://dblp.uni-trier.de/pers/hd/m/Michalewicz:Zbigniew Zbigniew Michalewicz], [[Marc Schoenauer]] ('''1996'''). ''Evolutionary algorithms for constrained parameter optimization problems''. [https://cs.adelaide.edu.au/~zbyszek/Papers/p30.pdf pdf]
==2000 ...==
* [https://dblp.uni-trier.de/pers/hd/h/Hamida:Sana_Ben Sana Ben Hamida], [[Marc Schoenauer]] ('''2000'''). ''[https://link.springer.com/chapter/10.1007/3-540-45356-3_52 An Adaptive Algorithm for Constrained Optimization Problems]''. [https://dblp.uni-trier.de/db/conf/ppsn/ppsn2000.html PPSN 2000]
* [[Aguston E. Eiben]], [[Marc Schoenauer]] ('''2005'''). ''Evolutionary Computing''. [https://arxiv.org/abs/cs/0511004 arXiv:cs/0511004]
* [[Marc Schoenauer]], [[Michèle Sebag]] ('''2006'''). ''Using Domain Knowledge in Evolutionary System Identification''. [https://arxiv.org/abs/cs/0602021 arXiv:cs/0602021]
* [[Sylvain Gelly]], [[Olivier Teytaud]], [[Nicolas Bredèche]], [[Marc Schoenauer]] ('''2006'''). ''Universal Consistency and Bloat in GP''. [https://hal.inria.fr/inria-00112840/document pdf]
* [[Nur Merve Amil]], [[Nicolas Bredèche]], [[Christian Gagné]], [[Sylvain Gelly]], [[Marc Schoenauer]], [[Olivier Teytaud]] ('''2009'''). ''A Statistical Learning Perspective of Genetic Programming''. EuroGP 2009, [https://hal.inria.fr/inria-00369782/document pdf]
==2010 ...==
* [[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/~marc/ Home page of Marc Schoenauer, head of TAO team]
* [https://genealogy.math.ndsu.nodak.edu/id.php?id=92800 The Mathematics Genealogy Project - Marc Schoenauer]
* [[Marc Schoenauer]] - Full Interview, 2018, [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=7I0Sk8V_mz4|alignment=left|valignment=top}}
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Schoenauer]]
[[Category:Mathematician|Schoenauer]]
[[Category:Videos|Schoenauer]]
[[FILE:marc-schoenauer.jpg|border|right|thumb|link=https://www.lri.fr/~marc/| Marc Schoenauer <ref>[https://www.lri.fr/~marc/ Home page of Marc Schoenauer, head of TAO team]</ref> ]]
'''Marc Schoenauer''',<br/>
a French mathematician and computer scientist, along with [[Michèle Sebag]] head of the ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php TikiWiki : Welcome to TAO Web site]</ref>
and senior researcher of [https://en.wikipedia.org/wiki/Laboratory_for_Computer_Science_(University_of_Paris-Sud) LRI] with [https://en.wikipedia.org/wiki/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 IDF], [https://en.wikipedia.org/wiki/French_National_Centre_for_Scientific_Research CNRS], [[University of Paris#11|Paris-Sud 11 University]].
He graduated at [https://en.wikipedia.org/wiki/%C3%89cole_Normale_Sup%C3%A9rieure École Normale Supérieure] in [https://en.wikipedia.org/wiki/Paris Paris], and obtained a Ph.D. in [https://en.wikipedia.org/wiki/Numerical_analysis Numerical analysis] at [[University of Paris#6|Université Paris 6]] in 1980.
Schoenauer has been working in the field of [https://en.wikipedia.org/wiki/Evolutionary_computation evolutionary computation] (EC) and [[Genetic Programming|genetic programming]] since the early 90s, more particularly at the interface between EC and [[Learning|machine learning]] <ref>[http://www.lri.fr/%7Emarc/bio_short.html Short CV of Marc Schoenauer, Nov. 2008]</ref>.
=Selected Publications=
<ref>[https://www.lri.fr/~marc/selectedBib.html Marc Schoenauer - Selected Publications]</ref> <ref>[https://dblp.uni-trier.de/pers/hd/s/Schoenauer:Marc dblp: Marc Schoenauer]</ref> <ref>[https://scholar.google.com/citations?user=GrCk6WoAAAAJ&hl=en Marc Schoenauer - Google Scholar Citations]</ref>
==1990 ...==
* [[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]
* [http://recherche.enac.fr/~delahaye/ Daniel Delahaye], [[Jean-Marc Alliot]], [[Marc Schoenauer]], [https://scholar.google.com/citations?user=H2VjSOgAAAAJ&hl=en Jean-Loup Farges] ('''1994'''). ''[https://www.researchgate.net/publication/2489370_Genetic_Algorithms_for_Air_Traffic_Assignment Genetic Algorithms for Air Traffic Assignment]''. [https://dblp.uni-trier.de/db/conf/ecai/ecai94.html ECAI 1994]
* [https://dblp.uni-trier.de/pers/hd/m/Michalewicz:Zbigniew Zbigniew Michalewicz], [[Marc Schoenauer]] ('''1996'''). ''Evolutionary algorithms for constrained parameter optimization problems''. [https://cs.adelaide.edu.au/~zbyszek/Papers/p30.pdf pdf]
==2000 ...==
* [https://dblp.uni-trier.de/pers/hd/h/Hamida:Sana_Ben Sana Ben Hamida], [[Marc Schoenauer]] ('''2000'''). ''[https://link.springer.com/chapter/10.1007/3-540-45356-3_52 An Adaptive Algorithm for Constrained Optimization Problems]''. [https://dblp.uni-trier.de/db/conf/ppsn/ppsn2000.html PPSN 2000]
* [[Aguston E. Eiben]], [[Marc Schoenauer]] ('''2005'''). ''Evolutionary Computing''. [https://arxiv.org/abs/cs/0511004 arXiv:cs/0511004]
* [[Marc Schoenauer]], [[Michèle Sebag]] ('''2006'''). ''Using Domain Knowledge in Evolutionary System Identification''. [https://arxiv.org/abs/cs/0602021 arXiv:cs/0602021]
* [[Sylvain Gelly]], [[Olivier Teytaud]], [[Nicolas Bredèche]], [[Marc Schoenauer]] ('''2006'''). ''Universal Consistency and Bloat in GP''. [https://hal.inria.fr/inria-00112840/document pdf]
* [[Nur Merve Amil]], [[Nicolas Bredèche]], [[Christian Gagné]], [[Sylvain Gelly]], [[Marc Schoenauer]], [[Olivier Teytaud]] ('''2009'''). ''A Statistical Learning Perspective of Genetic Programming''. EuroGP 2009, [https://hal.inria.fr/inria-00369782/document pdf]
==2010 ...==
* [[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/~marc/ Home page of Marc Schoenauer, head of TAO team]
* [https://genealogy.math.ndsu.nodak.edu/id.php?id=92800 The Mathematics Genealogy Project - Marc Schoenauer]
* [[Marc Schoenauer]] - Full Interview, 2018, [https://en.wikipedia.org/wiki/YouTube YouTube] Video
: {{#evu:https://www.youtube.com/watch?v=7I0Sk8V_mz4|alignment=left|valignment=top}}
=References=
<references />
'''[[People|Up one level]]'''
[[Category:Researcher|Schoenauer]]
[[Category:Mathematician|Schoenauer]]
[[Category:Videos|Schoenauer]]
