- Towards Low-dimensional Gaussian Process Metamodels for CMA-ES2014 | Faculty of Mathematics and Physics
- Parameter-dependent filtering of Gaussian processes in Hilbert spaces2023 | Faculty of Mathematics and Physics
- Model Guided Sampling Optimization with Gaussian Processes for Expensive Black-Box OptimizationPublication without faculty affiliation
- Benchmarking Gaussian Processes and Random Forests Surrogate Models on the BBOB Noiseless Testbed2015 | Faculty of Mathematics and Physics
- Investigation of Gaussian Processes and Random Forests As Surrogate Models for Evolutionary Black-Box Optimization2015 | Faculty of Mathematics and Physics
- Combining Gaussian Processes with Neural Networks for Active Learning in OptimizationPublication without faculty affiliation
- 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
- Traditional Gaussian Process Surrogates in the BBOB Framework2016 | Faculty of Mathematics and Physics
- Testing Gaussian Process Surrogates on CEC'2013 multi-modal benchmark2016 | Faculty of Mathematics and Physics
- Besov-Orlicz Path Regularity of Non-Gaussian Processes2023 | Faculty of Mathematics and Physics
- Improving the Model Guided Sampling Optimization by Model Search and Slice Sampling2013 | Faculty of Mathematics and Physics
- Filtering for fractional stochastic heat equation2019 | Faculty of Mathematics and Physics
- Fourier approach to goodness-of-fit tests for Gaussian random processes2023 | Faculty of Mathematics and Physics
- Comparing Non-Linear Regression Methods on Black-Box Optimization Benchmarks2015 | Faculty of Mathematics and Physics
- Doubly Trained Evolution Control for the Surrogate CMA-ES2016 | Faculty of Mathematics and Physics
- Neural-network-based estimation of normal distributions in black-box optimization2022 | Faculty of Mathematics and Physics
- Segmenting mean-nonstationary time series via trending regressions2012 | Faculty of Mathematics and Physics
- Nonlinear filtering in spatio-temporal doubly stochastic point processes driven by OU processes2006 | Faculty of Mathematics and Physics
- Filtering of stochastic delayed differential equations in Hilbert spaces2021 | Faculty of Mathematics and Physics
- Bernoulli Processes with Non-Positive Correlations2010 | Faculty of Mathematics and Physics
- The rational inattention filterPublication without faculty affiliation
- Dynamic rational inattention: analytical results2018 | Publication without faculty affiliation
- Measurement of the top quark mass in the dileptonic t(t)over-bar decay channel using the mass observables M-bl, M-T2, and M-blv in pp collisions at root=8 TeV2017 | Faculty of Mathematics and Physics
- Potassium detection in the clear atmosphere of a hot-Jupiter FORS2 transmission spectroscopy of WASP-17b2016 | Faculty of Mathematics and Physics
- Using structural MRI to identify individuals at genetic risk for bipolar disorders: a 2-cohort, machine learning study2015 | Central Library of Charles University
- Exploring and mapping the diffuse interstellar band at 862nm2023 | Faculty of Mathematics and Physics
- Measuring routine childhood vaccination coverage in 204 countries and territories, 1980-2019: a systematic analysis for the Global Burden of Disease Study 2020, Release 12021 | Faculty of Pharmacy in Hradec Králové
- Global burden of 369 diseases and injuries in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 20192020 | Second Faculty of Medicine