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* [[Ilya Loshchilov]], [[Frank Hutter]] ('''2016'''). ''CMA-ES for Hyperparameter Optimization of Deep Neural Networks''. [https://arxiv.org/abs/1604.07269 arXiv:1604.07269]
* [[Ilya Loshchilov]], [[Frank Hutter]] ('''2016'''). ''SGDR: Stochastic Gradient Descent with Warm Restarts''. [https://arxiv.org/abs/1608.03983 arXiv:1608.03983]
* [[Ilya Loshchilov]], [[Mathematician#TGlasmachers|Tobias Glasmachers]] ('''2016'''). ''[https://dl.acm.org/citation.cfm?id=2931698 Anytime Bi-Objective Optimization with a Hybrid Multi-Objective CMA-ES (HMO-CMA-ES)]''. [https://dblp.org/db/conf/gecco/gecco2016c.html GECCO 2016]
* [[Ilya Loshchilov]], [[Frank Hutter]] ('''2017'''). ''Decoupled Weight Decay Regularization''. [https://arxiv.org/abs/1711.05101 arXiv:1711.05101]
* [[Ilya Loshchilov]], [[Mathematician#TGlasmachers|Tobias Glasmachers]], [https://de.wikipedia.org/wiki/Hans-Georg_Beyer_(Informatiker) Hans-Georg Beyer] ('''2017'''). ''Limited-Memory Matrix Adaptation for Large Scale Black-box Optimization''. [https://arxiv.org/abs/1705.06693 arXiv:1705.06693]
* [https://dblp.org/pers/hd/c/Chrabaszcz:Patryk Patryk Chrabaszcz], [[Ilya Loshchilov]], [[Frank Hutter]] ('''2018'''). ''Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari''. [https://arxiv.org/abs/1802.08842 arXiv:1802.08842] <ref>[https://www.bbc.com/news/technology-43241936 AI finds novel way to beat classic Q*bert Atari video game], [https://en.wikipedia.org/wiki/BBC_News BBC News], March 01, 2018</ref> <ref>[https://en.wikipedia.org/wiki/Q*bert Q*bert from Wikipedia]</ref>
* [[Ilya Loshchilov]], [[Mathematician#TGlasmachers|Tobias Glasmachers]], [https://de.wikipedia.org/wiki/Hans-Georg_Beyer_(Informatiker) Hans-Georg Beyer] ('''2019'''). ''Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation''. [[IEEE#EC|IEEE Transactions on Evolutionary Computation]], Vol. 23, No. 2
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