Jakub Repický

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 14

Top Topics

Hyperparameters

Evolution Strategy

Gaussian Process

Top Venues

GECCO (Companion)

Publications

Lukás Bajer, Zbynek Pitra, Jakub Repický, Martin Holena
Gaussian process surrogate models for the CMA-ES. GECCO (Companion) (2019)
Zbynek Pitra, Jakub Repický, Martin Holena
Landscape analysis of gaussian process surrogates for the covariance matrix adaptation evolution strategy. GECCO (2019)
Lukás Bajer, Zbynek Pitra, Jakub Repický, Martin Holena
Gaussian Process Surrogate Models for the CMA Evolution Strategy. Evol. Comput. 27 (4) (2019)
Zbynek Pitra, Jakub Repický, Martin Holena
Boosted Regression Forest for the Doubly Trained Surrogate Covariance Matrix Adaptation Evolution Strategy. ITAT (2018)
Jakub Repický, Martin Holena, Zbynek Pitra
Automated Selection of Covariance Function for Gaussian process Surrogate Models. ITAT (2018)
Zbynek Pitra, Jakub Repický, Martin Holena
Transfer of Knowledge for Surrogate Model Selection in Cost-Aware Optimization. IAL@PKDD/ECML (2018)
Jakub Repický, Zbynek Pitra, Martin Holena
Adaptive Selection of Gaussian Process Model for Active Learning in Expensive Optimization. IAL@PKDD/ECML (2018)
Jakub Repický, Lukás Bajer, Zbynek Pitra, Martin Holena
Adaptive Generation-Based Evolution Control for Gaussian Process Surrogate Models. ITAT (2017)
Zbynek Pitra, Lukás Bajer, Jakub Repický, Martin Holena
Adaptive Doubly Trained Evolution Control for the Covariance Matrix Adaptation Evolution Strategy. ITAT (2017)
Zbynek Pitra, Lukás Bajer, Jakub Repický, Martin Holena
Ordinal versus metric gaussian process regression in surrogate modelling for CMA evolution strategy. GECCO (Companion) (2017)
Jakub Repický, Lukás Bajer, Zbynek Pitra, Martin Holena
Adaptive Generation-Based Evolution Control for Gaussian Process Surrogate Models. CoRR (2017)
Zbynek Pitra, Lukás Bajer, Jakub Repický, Martin Holena
Overview of surrogate-model versions of covariance matrix adaptation evolution strategy. GECCO (Companion) (2017)
Zbynek Pitra, Lukás Bajer, Jakub Repický, Martin Holena
Comparison of ordinal and metric gaussian process regression as surrogate models for CMA evolution strategy. GECCO (Companion) (2017)
Jakub Repický, Lukás Bajer, Martin Holena
Traditional Gaussian Process Surrogates in the BBOB Framework. ITAT (2016)