Low-cost scalable discretization, prediction, and feature selection for complex systems S Gerber, L Pospisil, M Navandar, I Horenko
Science Advances 6 (5), eaaw0961, 2020
30 2020 Optimal Calibration of Evaporation Models against Penman–Monteith Equation D Dlouhá, V Dubovský, L Pospíšil
Water 13 (11), 1484, 2021
29 2021 The Calibration of Evaporation Models against the Penman–Monteith Equation on Lake Most V Dubovský, D Dlouhá, L Pospíšil
Sustainability 13 (1), 313, 2020
24 2020 Solving Contact Mechanics Problems with PERMON V Hapla, D Horak, L Pospisil, M Cermak, A Vasatova, R Sojka
International Conference on High Performance Computing in Science and …, 2015
19 2015 On the solution of convex QPQC problems with elliptic and other separable constraints with strong curvature J Bouchala, Z Dostál, T Kozubek, L Pospíšil, P Vodstrčil
Applied Mathematics and Computation 247, 848-864, 2014
14 2014 eSPA : Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems E Vecchi, L Pospíšil, S Albrecht, TJ O'Kane, I Horenko
Neural Computation 34 (5), 1220-1255, 2022
12 2022 On a scalable nonparametric denoising of time series signals L Pospíšil, P Gagliardini, W Sawyer, I Horenko
Communications in Applied Mathematics and Computational Science 13 (1), 107-138, 2018
12 2018 Numerické metody I V Vondrák, L Pospíšil
VŠB-TU Ostrava, Fakulta elektrotechniky a informatiky, 2011
10 2011 The projected Barzilai–Borwein method with fall-back for strictly convex QCQP problems with separable constraints L Pospíšil, Z Dostál
Mathematics and Computers in Simulation 145, 79-89, 2018
9 2018 Optimal iterative QP and QPQC algorithms Z Dostál, L Pospíšil
Annals of Operations Research 243 (1-2), 5-18, 2016
9 2016 Minimizing quadratic functions with semidefinite Hessian subject to bound constraints Z Dostál, L Pospíšil
Computers & Mathematics with Applications 70 (8), 2014-2028, 2015
9 2015 Active set expansion strategies in MPRGP algorithm J Kružík, D Horák, M Čermák, L Pospíšil, M Pecha
Advances in Engineering Software 149, 102895, 2020
8 2020 Development of Algorithms for Solving Minimizing Problems with Convex Quadratic Function on Special Convex Sets and Applications L Pospíšil
Vysoká škola báňská-Technická univerzita Ostrava, 2015
8 2015 Computation of Kamada-Kawai Algorithm Using Barzilai-Borwein Method L Pospisil, M Hasal, J Nowakova, J Platos
2015 International Conference on Intelligent Networking and Collaborative …, 2015
7 2015 Barzilai-Borwein method in graph drawing algorithm based on Kamada-Kawai algorithm M Hasal, L Pospisil, J Nowakova
AIP Conference Proceedings 1738 (1), 360005, 2016
5 2016 An optimal algorithm with Barzilai-Borwein steplength and superrelaxation for QPQC problem L Pospíšil
Programs and Algorithms of Numerical Mathematics, 155-161, 2013
5 2013 Conjugate gradients for symmetric positive semidefinite least-squares problems Z Dostál, L Pospíšil
International Journal of Computer Mathematics 95 (11), 2229-2239, 2018
4 2018 Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography I Horenko, L Pospíšil, E Vecchi, S Albrecht, A Gerber, B Rehbock, A Stroh, ...
Journal of Imaging 8 (6), 156, 2022
3 2022 SIFT feature extraction applied in SVM classification V Dorňák, M Čermák, M Pecha, L Pospíšil
AIP Conference Proceedings 2425 (1), 170002, 2022
2 2022 Co-inference of data mislabelings reveals improved models in genomics and breast cancer diagnostics S Gerber, L Pospisil, S Sys, C Hewel, A Torkamani, I Horenko
Frontiers in Artificial Intelligence 4, 739432, 2022
2 2022