Ilya Loshchilov
Title
Cited by
Cited by
Year
SGDR: stochastic gradient descent with warm restarts
I Loshchilov, F Hutter
International Conference on Learning Representations (ICLR 2017), 2016
9262016
Decoupled Weight Decay Regularization
I Loshchilov, F Hutter
International Conference on Learning Representations (ICLR 2019), 2018
404*2018
CMA-ES for Hyperparameter Optimization of Deep Neural Networks
I Loshchilov, F Hutter
International Conference on Learning Representations (ICLR 2016). Workshop …, 2016
139*2016
A downsampled variant of imagenet as an alternative to the cifar datasets
P Chrabaszcz, I Loshchilov, F Hutter
arXiv preprint arXiv:1707.08819, 2017
1192017
Online batch selection for faster training of neural networks
I Loshchilov, F Hutter
International Conference on Learning Representations (ICLR 2016). Workshop …, 2015
1142015
CMA-ES with restarts for solving CEC 2013 benchmark problems
I Loshchilov
2013 IEEE Congress on Evolutionary Computation, 369-376, 2013
1112013
Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy
I Loshchilov, M Schoenauer, M Sebag
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
682012
Comparison-based optimizers need comparison-based surrogates
I Loshchilov, M Schoenauer, M Sebag
Parallel Problem Solving from Nature–PPSN XI, 364-373, 2011
602011
A mono surrogate for multiobjective optimization
I Loshchilov, M Schoenauer, M Sebag
Proceedings of the 12th annual conference on Genetic and evolutionary …, 2010
602010
A Computationally Efficient Limited Memory CMA-ES for Large Scale Optimization
I Loshchilov
Proceeding of the sixteenth annual conference on Genetic and Evolutionary …, 2014
502014
RoboGen: Robot Generation through Artificial Evolution
JE Auerbach, D Aydin, A Maesani, PM Kornatowski, T Cieslewski, G Heitz, ...
ALIFE 14: The Fourteenth Conference on the Synthesis and Simulation of …, 2014
492014
BI-population CMA-ES Algorithms with Surrogate Models and Line Searches
I Loshchilov, M Schoenauer, M Sebag
BBOB workshop of Genetic and Evolutionary Computation Conference (GECCO 2013), 2013
392013
Adaptive coordinate descent
I Loshchilov, M Schoenauer, M Sebag
Proceedings of the 13th annual conference on Genetic and evolutionary …, 2011
392011
Alternative restart strategies for CMA-ES
I Loshchilov, M Schoenauer, M Sebag
International Conference on Parallel Problem Solving from Nature, 296-305, 2012
372012
Intensive Surrogate Model Exploitation in Self-adaptive Surrogate-assisted CMA-ES (saACM-ES)
I Loshchilov, M Schoenauer, M Sebag
Proceeding of the fifteenth annual conference on Genetic and evolutionary …, 2013
362013
Dominance-based pareto-surrogate for multi-objective optimization
I Loshchilov, M Schoenauer, M Sebag
Simulated Evolution and Learning, 230-239, 2010
332010
Surrogate-Assisted Evolutionary Algorithms
I Loshchilov
PhD Thesis. Université Paris Sud-Paris XI, 2013
322013
Back to basics: Benchmarking canonical evolution strategies for playing atari
P Chrabaszcz, I Loshchilov, F Hutter
arXiv preprint arXiv:1802.08842, 2018
312018
LM-CMA: an Alternative to L-BFGS for Large Scale Black-box Optimization
I Loshchilov
Evolutionary computation, MIT Press, 2015
312015
Not all parents are equal for MO-CMA-ES
I Loshchilov, M Schoenauer, M Sebag
International Conference on Evolutionary Multi-Criterion Optimization, 31-45, 2011
242011
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Articles 1–20