Classes
- Seminar of machine learning and modelling 1NAIL099 | Faculty of Mathematics and Physics
- Seminar of machine learning and modelling 2NAIL100 | Faculty of Mathematics and Physics
- Internet and Classification Methods +1NAIL105 | Faculty of Mathematics and Physics
- Statistical Methods in Data Mining Systems +1NDBI031 | Faculty of Mathematics and Physics
Publications
- On Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data2022 | Faculty of Mathematics and Physics, Central Library of Charles University
- Neural-network-based estimation of normal distributions in black-box optimization2022 | Faculty of Mathematics and Physics
- Combining Gaussian processes and neural networks in surrogate modeling for covariance matrix adaptation evolution strategy2021 | Faculty of Mathematics and Physics, Central Library of Charles University
- A comparison of regularization techniques for shallow neural networks trained on small datasets2021 | Faculty of Mathematics and Physics, Central Library of Charles University
- Video scene location recognition with neural networks2021 | Faculty of Mathematics and Physics, Central Library of Charles University
- Interaction between Model and Its Evolution Control in Surrogate-Assisted CMA Evolution Strategy2021 | Faculty of Mathematics and Physics, Central Library of Charles University
- Surrogate Model for Continuous and Discrete Genetic Optimization Based on RBF Networks2010 | Faculty of Mathematics and Physics
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