Ilya Loshchilov

CoRR, 2023

2019

Large Scale Black-Box Optimization by Limited-Memory Matrix Adaptation.

[BibT_eX]

[DOI]

Tobias Glasmachers

Hans-Georg Beyer

IEEE Trans. Evol. Comput., 2019

Decoupled Weight Decay Regularization.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

2018

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

[BibT_eX]

[DOI]

Patryk Chrabaszcz

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Summary of evolutionary computation for wind farm layout optimization.

[BibT_eX]

[DOI]

Guillermo López Buenfil

Sergio Iwan Valdez Pea

Brian Goldman

Salvador Botello Rionda

Arturo Hernández Aguirre

Kalyan Veeramachaneni

Sylvain Cussat-Blanc

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

2017

LM-CMA: An Alternative to L-BFGS for Large-Scale Black Box Optimization.

[BibT_eX]

[DOI]

Evol. Comput., 2017

Fixing Weight Decay Regularization in Adam.

[BibT_eX]

[DOI]

CoRR, 2017

Limited-Memory Matrix Adaptation for Large Scale Black-box Optimization.

[BibT_eX]

[DOI]

Tobias Glasmachers

Hans-Georg Beyer

CoRR, 2017

A Downsampled Variant of ImageNet as an Alternative to the CIFAR datasets.

[BibT_eX]

[DOI]

Patryk Chrabaszcz

CoRR, 2017

SGDR: Stochastic Gradient Descent with Warm Restarts.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

SGDR: Stochastic Gradient Descent with Restarts.

[BibT_eX]

[DOI]

CoRR, 2016

CMA-ES for Hyperparameter Optimization of Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Anytime Bi-Objective Optimization with a Hybrid Multi-Objective CMA-ES (HMO-CMA-ES).

[BibT_eX]

[DOI]

Tobias Glasmachers

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

Online Batch Selection for Faster Training of Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2015

2014

Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

A computationally efficient limited memory CMA-ES for large scale optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

RoboGen: Robot Generation through Artificial Evolution.

[BibT_eX]

[DOI]

Joshua Evan Auerbach

Deniz Aydin

Andrea Maesani

Przemyslaw Kornatowski

Proceedings of the Fourteenth International Conference on the Simulation and Synthesis of Living Systems, 2014

2013

Surrogate-Assisted Evolutionary Algorithms.

[BibT_eX]

[DOI]

PhD thesis, 2013

KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization.

[BibT_eX]

[DOI]

CoRR, 2013

Bi-population CMA-ES agorithms with surrogate models and line searches.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Intensive surrogate model exploitation in self-adaptive surrogate-assisted cma-es (saacm-es).

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

CMA-ES with restarts for solving CEC 2013 benchmark problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Fast Adaptive Object Detection towards a Smart Environment by a Mobile Robot.

[BibT_eX]

[DOI]

Proceedings of the Ambient Intelligence - 4th International Joint Conference, 2013

2012

Alternative Restart Strategies for CMA-ES.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 noiseless testbed.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011

Adaptive coordinate descent.

[BibT_eX]

[DOI]

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Not All Parents Are Equal for MO-CMA-ES.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

2010

Dominance-Based Pareto-Surrogate for Multi-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Comparison-Based Optimizers Need Comparison-Based Surrogates.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2010

A pareto-compliant surrogate approach for multiobjective optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

A mono surrogate for multiobjective optimization.

[BibT_eX]

[DOI]