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continuous optimization
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Hyperparameter Tuning in Echo State Networks
2022 |
Faculty of Mathematics and Physics
publication
A class of optimization problems motivated by rank estimators in robust regression
2022 |
Faculty of Mathematics and Physics
publication
Traditional Gaussian Process Surrogates in the BBOB Framework
2016 |
Faculty of Mathematics and Physics
publication
Systematic exploration of a class of hydrophobic unnatural base pairs yields multiple new candidates for the expansion of the genetic alphabet
2014 |
Faculty of Science
publication
Combining Gaussian processes and neural networks in surrogate modeling for covariance matrix adaptation evolution strategy
2021 |
Faculty of Mathematics and Physics, Central Library of Charles University
publication
Combining Gaussian Processes with Neural Networks for Active Learning in Optimization
Publication without faculty affiliation