Jirí Tumpach

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Gaussian Process

Top Venues

Publications

Jirí Tumpach, Jan Koza, Martin Holena
Improving Optimization with Gaussian Processes in the Covariance Matrix Adaptation Evolution Strategy. ITAT (2023)
Lukás Korel, Petr Pulc, Jirí Tumpach, Martin Holena
Video Scene Location Recognition with Neural Networks. CoRR (2023)
Zbynek Pitra, Jan Koza, Jirí Tumpach, Martin Holena
Landscape Analysis for Surrogate Models in the Evolutionary Black-Box Context. CoRR (2022)
Jan Kalina, Jirí Tumpach, Martin Holena
On Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data. IJCNN (2022)
Jirí Tumpach, Jan Koza, Martin Holena
Neural-network-based estimation of normal distributions in black-box optimization. ESANN (2022)
Jan Koza, Jirí Tumpach, Zbynek Pitra, Martin Holena
Using Past Experience for Configuration of Gaussian Processes in Black-Box Optimization. LION (2021)
Jirí Tumpach, Jan Kalina, Martin Holena
A Comparison of Regularization Techniques for Shallow Neural NetworksTrained on Small Datasets. ITAT (2021)
Lukás Korel, Petr Pulc, Jirí Tumpach, Martin Holena
Video Scene Location Recognition with Neural Networks. ITAT (2021)
Jan Koza, Jirí Tumpach, Zbynek Pitra, Martin Holena
Combining Gaussian Processes and Neural Networks in Surrogate Modelling for Covariance Matrix Adaptation Evolution Strategy. ITAT (2021)
Zbynek Pitra, Marek Hanus, Jan Koza, Jirí Tumpach, Martin Holena
Interaction between model and its evolution control in surrogate-assisted CMA evolution strategy. GECCO (2021)
Jirí Ruzicka, Jan Koza, Jirí Tumpach, Zbynek Pitra, Martin Holena
Combining Gaussian Processes with Neural Networks for Active Learning in Optimization. IAL@PKDD/ECML (2021)
Jirí Tumpach, Martin Holena
Online Malware Detection with Variational Autoencoders. ITAT (2020)
Jirí Tumpach, Marek Krcál, Martin Holena
Deep Networks in Online Malware Detection. ITAT (2019)