Difference between revisions of "Marc Schoenauer"
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a French mathematician and computer scientist, along with [[Michèle Sebag]] head of the ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php?page=People TikiWiki | People]</ref> | a French mathematician and computer scientist, along with [[Michèle Sebag]] head of the ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php?page=People TikiWiki | People]</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]]. | 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 | + | 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 [ | + | Schoenauer has been working in the field of [[Genetic Programming#EvolutionaryComputation|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= | =Selected Publications= | ||
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* [[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] | * [[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 ...== | ==2010 ...== | ||
| + | * [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2010'''). ''[https://link.springer.com/chapter/10.1007/978-3-642-17298-4_24 Dominance-Based Pareto-Surrogate for Multi-Objective Optimization]''. [https://dblp.org/db/conf/seal/seal2010.html SEAL 2010], [https://hal.inria.fr/inria-00522653/document pdf] <ref>[https://en.wikipedia.org/wiki/Multi-objective_optimization Multi-objective optimization from Wikipedia]</ref> | ||
| + | * [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2010'''). ''A mono surrogate for multiobjective optimization''. [https://dblp.org/db/conf/gecco/gecco2010.html GECCO 2010], [https://hal.inria.fr/inria-00483948/document pdf] | ||
| + | * [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2011'''). ''Adaptive coordinate descent.'' [https://dblp.org/db/conf/gecco/gecco2011.html GECCO 2011], [http://www.loshchilov.com/publications/GECCO2011_AdaptiveCoordinateDescent.pdf pdf] <ref>[https://en.wikipedia.org/wiki/Adaptive_coordinate_descent Adaptive coordinate descent from Wikipedia]</ref> | ||
* [[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] | * [[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'''). '' | + | * [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2012'''). ''Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy''. [https://arxiv.org/abs/1204.2356 arXiv:1204.2356] <ref>[https://en.wikipedia.org/wiki/CMA-ES CMA-ES from Wikipedia]</ref> |
| + | * [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2012'''). ''Alternative Restart Strategies for CMA-ES''. [https://arxiv.org/abs/1207.0206 arXiv:1207.0206] | ||
* [[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] | * [[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] | * [[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] | ||
| + | ==2015 ...== | ||
* [[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] | * [[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] | * [[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] | ||
Latest revision as of 10:36, 13 September 2019
Home * People * Marc Schoenauer
Marc Schoenauer [1]
Marc Schoenauer,
a French mathematician and computer scientist, along with Michèle Sebag head of the TAO Project Team [2]
and senior researcher of LRI with INRIA Saclay-IDF, CNRS, Paris-Sud 11 University.
He graduated at École Normale Supérieure in Paris, and obtained a Ph.D. in numerical analysis at Université Paris 6 in 1980.
Schoenauer has been working in the field of evolutionary computation (EC) and genetic programming since the early 90s, more particularly at the interface between EC and machine learning [3].
Contents
Selected Publications
1990 ...
- Marc Schoenauer, Michèle Sebag (1990). Incremental Learning of Rules and Meta-rules. ML 1990
- Michèle Sebag, Marc Schoenauer (1992). Learning to Control Inconsistent Knowledge. ECAI 1992
- Daniel Delahaye, Jean-Marc Alliot, Marc Schoenauer, Jean-Loup Farges (1994). Genetic Algorithms for Air Traffic Assignment. ECAI 1994
- Zbigniew Michalewicz, Marc Schoenauer (1996). Evolutionary algorithms for constrained parameter optimization problems. pdf
2000 ...
- Sana Ben Hamida, Marc Schoenauer (2000). An Adaptive Algorithm for Constrained Optimization Problems. PPSN 2000
- Aguston E. Eiben, Marc Schoenauer (2005). Evolutionary Computing. arXiv:cs/0511004
- Marc Schoenauer, Michèle Sebag (2006). Using Domain Knowledge in Evolutionary System Identification. arXiv:cs/0602021
- Sylvain Gelly, Olivier Teytaud, Nicolas Bredèche, Marc Schoenauer (2006). Universal Consistency and Bloat in GP. pdf
- Nur Merve Amil, Nicolas Bredèche, Christian Gagné, Sylvain Gelly, Marc Schoenauer, Olivier Teytaud (2009). A Statistical Learning Perspective of Genetic Programming. EuroGP 2009, pdf
2010 ...
- Ilya Loshchilov, Marc Schoenauer, Michèle Sebag (2010). Dominance-Based Pareto-Surrogate for Multi-Objective Optimization. SEAL 2010, pdf [7]
- Ilya Loshchilov, Marc Schoenauer, Michèle Sebag (2010). A mono surrogate for multiobjective optimization. GECCO 2010, pdf
- Ilya Loshchilov, Marc Schoenauer, Michèle Sebag (2011). Adaptive coordinate descent. GECCO 2011, pdf [8]
- Sylvain Gelly, Marc Schoenauer, Michèle Sebag, Olivier Teytaud, Levente Kocsis, David Silver, Csaba Szepesvári (2012). The Grand Challenge of Computer Go: Monte Carlo Tree Search and Extensions. Communications of the ACM, Vol. 55, No. 3, pdf preprint
- Ilya Loshchilov, Marc Schoenauer, Michèle Sebag (2012). Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy. arXiv:1204.2356 [9]
- Ilya Loshchilov, Marc Schoenauer, Michèle Sebag (2012). Alternative Restart Strategies for CMA-ES. arXiv:1207.0206
- Thomas Philip Runarsson, Marc Schoenauer, Michèle Sebag (2012). Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling. arXiv:1210.0374
- Ilya Loshchilov, Marc Schoenauer, Michèle Sebag (2013). KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization. arXiv:1308.2655
2015 ...
- Olivier Bousquet, Sylvain Gelly, Karol Kurach, Marc Schoenauer, Michèle Sebag, Olivier Teytaud, Damien Vincent (2017). Toward Optimal Run Racing: Application to Deep Learning Calibration. arXiv:1706.03199
- Alice Schoenauer-Sebag, Marc Schoenauer, Michèle Sebag (2017). Stochastic Gradient Descent: Going As Fast As Possible But Not Faster. arXiv:1709.01427
- Herilalaina Rakotoarison, Marc Schoenauer, Michèle Sebag (2019). Automated Machine Learning with Monte-Carlo Tree Search. arXiv:1906.00170
External Links
- Home page of Marc Schoenauer, head of TAO team
- The Mathematics Genealogy Project - Marc Schoenauer
- Marc Schoenauer - Full Interview, 2018, YouTube Video
References
- ↑ Home page of Marc Schoenauer, head of TAO team
- ↑ TikiWiki | People
- ↑ Short CV of Marc Schoenauer, Nov. 2008
- ↑ Marc Schoenauer - Selected Publications
- ↑ dblp: Marc Schoenauer
- ↑ Marc Schoenauer - Google Scholar Citations
- ↑ Multi-objective optimization from Wikipedia
- ↑ Adaptive coordinate descent from Wikipedia
- ↑ CMA-ES from Wikipedia
