Alumni

Ilya Loshchilov

Postal address
Institut für Informatik
Albert-Ludwigs-Universität Freiburg
Sekretariat Hutter/Maschinelles Lernen
Georges-Köhler-Allee 074
79110 Freiburg, Germany
Fax
+49 761 203-74217
Office
Building 74, Room 00-012

Publications

2019

Loshchilov, Ilya; Hutter, Frank

Decoupled Weight Decay Regularization Inproceedings

In: International Conference on Learning Representations, 2019.

2018

Chrabąszcz, Patryk; Loshchilov, Ilya; Hutter, Frank

Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari Inproceedings

In: Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI-18, pp. 1419–1426, International Joint Conferences on Artificial Intelligence Organization, 2018.

Wilson, Dennis; Rodrigues, Silvio; Segura, Carlos; Loshchilov, Ilya; Hutter, Frank; Buenfil, Guillermo López; Kheiri, Ahmed; Keedwell, Ed; Ocampo-Pineda, Mario; Özcan, Ender; Peña, Sergio Ivvan Valdez; Goldman, Brian; Rionda, Salvador Botello; Hernández-Aguirre, Arturo; Veeramachaneni, Kalyan; Cussat-Blanc, Sylvain

Evolutionary computation for wind farm layout optimization Journal Article

In: Renewable Energy, 126 , pp. 681 - 691, 2018, ISSN: 0960-1481.

2017

Loshchilov, I; Hutter, F

SGDR: Stochastic Gradient Descent with Warm Restarts Inproceedings

In: International Conference on Learning Representations (ICLR) 2017 Conference Track, 2017.

2016

Loshchilov, I; Hutter, F

Online Batch Selection for Faster Training of Neural Networks Inproceedings

In: International Conference on Learning Representations (ICLR) 2016 Workshop Track, 2016.

Loshchilov, I; Hutter, F

CMA-ES for Hyperparameter Optimization of Deep Neural Networks Inproceedings

In: International Conference on Learning Representations (ICLR) 2016 Workshop Track, 2016.