Difference between revisions of "Marc Schoenauer"
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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- | + | * [[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]] ('''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> | * [[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> | ||
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
