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Mgr. Jiří Tumpach
External academic staff at Faculty of Mathematics and Physics
6 publications
Publications
publication
Video scene location recognition with neural networks
2021 |
Faculty of Mathematics and Physics, Central Library of Charles University
publication
On Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data
2022 |
Faculty of Mathematics and Physics, Central Library of Charles University
publication
Neural-network-based estimation of normal distributions in black-box optimization
2022 |
Faculty of Mathematics and Physics
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
A comparison of regularization techniques for shallow neural networks trained on small datasets
2021 |
Faculty of Mathematics and Physics, Central Library of Charles University
publication
Interaction between Model and Its Evolution Control in Surrogate-Assisted CMA Evolution Strategy
2021 |
Faculty of Mathematics and Physics, Central Library of Charles University
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