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He worked with [[Marc Schoenauer]] and [[Michèle Sebag]] at [[University of Paris#11|Paris-Sud 11 University]] and [https://en.wikipedia.org/wiki/French_Institute_for_Research_in_Computer_Science_and_Automation INRIA] within their ''TAO Project Team'' <ref>[https://tao.lri.fr/tiki-index.php?page=People TikiWiki | People]</ref> on [https://en.wikipedia.org/wiki/Multi-objective_optimization multi-objective optimization],
[https://en.wikipedia.org/wiki/Adaptive_coordinate_descent adaptive coordinate descent] and [https://en.wikipedia.org/wiki/CMA-ES CMA-ES], where he defended his Ph.D. with the title ''Surrogate-Assisted Evolutionary Algorithms'' in 2013 <ref>[[Ilya Loshchilov]] ('''2013'''). ''[http://loshchilov.com/phd.html Surrogate-Assisted Evolutionary Algorithms]''. Ph.D. thesis, [[University of Paris#11|Paris-Sud 11 University]], advisors [[Marc Schoenauer]] and [[Michèle Sebag]]</ref>.
In his thesis, he acknowledged ''Leonid Ivanovich Babak'' <ref>[https://4science.ru/person/Babak-Leonid-Ivanovich Бабак Леонид Иванович | Персона | 4science]</ref> from [https://en.wikipedia.org/wiki/Tomsk_State_University Tomsk State University] as his first scientific advisor who showed him the power of evolution, and his chess teacher ''Vladimir Andreevich Zhukov'' who showed him that there is the pleasure of thinking. As postdoc at [https://en.wikipedia.org/wiki/University_of_Freiburg University of Freiburg], he continued his research with [[Frank Hutter]] , combining, evolutionary algorithms with [[Deep Learning|deep learning]] techniques.
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