Loshchilov, Ilya; Hutter, Frank Decoupled Weight Decay Regularization Inproceedings In: International Conference on Learning Representations, 2019. @inproceedings{loshchilov2019decoupled,
title = {Decoupled Weight Decay Regularization},
author = {Ilya Loshchilov and Frank Hutter},
year = {2019},
booktitle = {International Conference on Learning Representations},
keywords = {}
}
|
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. @inproceedings{chrabaszcz-ijcai18a,
title = {Back to Basics: Benchmarking Canonical Evolution Strategies for Playing Atari},
author = {Patryk Chrabąszcz and Ilya Loshchilov and Frank Hutter},
year = {2018},
booktitle = {Proceedings of the Twenty-Seventh International Joint Conference on
Artificial Intelligence, IJCAI-18},
pages = {1419--1426},
publisher = {International Joint Conferences on Artificial Intelligence Organization},
keywords = {}
}
|
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, vol. 126, pp. 681 - 691, 2018, ISSN: 0960-1481. @article{WILSON2018681,
title = {Evolutionary computation for wind farm layout optimization},
author = {Dennis Wilson and Silvio Rodrigues and Carlos Segura and Ilya Loshchilov and Frank Hutter and Guillermo López Buenfil and Ahmed Kheiri and Ed Keedwell and Mario Ocampo-Pineda and Ender Özcan and Sergio Ivvan Valdez Peña and Brian Goldman and Salvador Botello Rionda and Arturo Hernández-Aguirre and Kalyan Veeramachaneni and Sylvain Cussat-Blanc},
doi = {https://doi.org/10.1016/j.renene.2018.03.052},
year = {2018},
issn = {0960-1481},
journal = {Renewable Energy},
volume = {126},
pages = {681 - 691},
keywords = {}
}
|
Loshchilov, I; Hutter, F SGDR: Stochastic Gradient Descent with Warm Restarts Inproceedings In: International Conference on Learning Representations (ICLR) 2017 Conference Track, 2017. @inproceedings{loshchilov-ICLR17SGDR,
title = {SGDR: Stochastic Gradient Descent with Warm Restarts},
author = {I Loshchilov and F Hutter},
year = {2017},
booktitle = {International Conference on Learning Representations (ICLR) 2017 Conference Track},
keywords = {}
}
|
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. @inproceedings{loshchilov-ICLR16batchsel,
title = {Online Batch Selection for Faster Training of Neural Networks},
author = {I Loshchilov and F Hutter},
year = {2016},
booktitle = {International Conference on Learning Representations (ICLR) 2016 Workshop Track},
keywords = {}
}
|
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. @inproceedings{loshchilov-ICLR16hyperparam,
title = {CMA-ES for Hyperparameter Optimization of Deep Neural Networks},
author = {I Loshchilov and F Hutter},
year = {2016},
booktitle = {International Conference on Learning Representations (ICLR) 2016 Workshop Track},
keywords = {}
}
|
