Zbyněk Pitra

Gaussian Process Surrogate Models for the CMA Evolution Strategy

Lukáš Bajer, Zbyněk Pitra, Jakub Repický et al. · Evolutionary Computation · 2018 · 52 citations

Computing, Computational Engineering, Machine Learning +16

Machine learning classification of first-episode schizophrenia spectrum disorders and controls using whole brain white matter fractional anisotropy

Pavol Mikoláš, Jaroslav Hlinka, Antonín Škoch et al. · BMC Psychiatry · 2018 · 49 citations · Full text

Medicine, Neuroscience, Psychiatry +17

Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed

Lukáš Bajer, Zbyněk Pitra, Martin Holeňa · 2015 · 35 citations

Computing, Computer Science, Algorithms +11

Overview of surrogate-model versions of covariance matrix adaptation evolution strategy

Zbyněk Pitra, Lukáš Bajer, Jakub Repický et al. · Proceedings of the Genetic and Evolutionary Computation Conference Companion · 2017 · 18 citations

Architecture, Computational Engineering, Continuous Improvement +12

Landscape analysis of gaussian process surrogates for the covariance matrix adaptation evolution strategy

Zbyněk Pitra, Jakub Repický, Martin Holeňa · Proceedings of the Genetic and Evolutionary Computation Conference · 2019 · 15 citations

Computing, Computational Engineering, Feature Engineering +16