Lukás Pospísil

According to our database, Lukás Pospísil authored at least 14 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

On Entropic Learning from Noisy Time Series in the Small Data Regime.

Davide Bassetti, Lukás Pospísil, Illia Horenko

Entropy, July, 2024

2023

Gauge-optimal approximate learning for small data classification problems.

Edoardo Vecchi, Davide Bassetti, Fabio Graziato, Lukás Pospísil, Illia Horenko

CoRR, 2023

Linearly-scalable learning of smooth low-dimensional patterns with permutation-aided entropic dimension reduction.

Illia Horenko, Lukás Pospísil

CoRR, 2023

2022

eSPA+: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems.

Edoardo Vecchi, Lukás Pospísil, Steffen Albrecht, Terence J. O'Kane, Illia Horenko

Neural Comput., 2022

Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography.

Illia Horenko, Lukás Pospísil, Edoardo Vecchi, Steffen Albrecht, Alexander Gerber, Beate Rehbock, Albrecht Stroh, Susanne Gerber

J. Imaging, 2022

2021

Co-Inference of Data Mislabelings Reveals Improved Models in Genomics and Breast Cancer Diagnostics.

Susanne Gerber, Lukás Pospísil, Stanislav Sys, Charlotte Hewel, Ali Torkamani, Illia Horenko

Frontiers Artif. Intell., 2021

2020

Active set expansion strategies in MPRGP algorithm.

Jakub Kruzík, David Horák, Martin Cermák, Lukás Pospísil, Marek Pecha

Adv. Eng. Softw., 2020

2018

The projected Barzilai-Borwein method with fall-back for strictly convex QCQP problems with separable constraints.

Lukás Pospísil, Zdenek Dostál

Math. Comput. Simul., 2018

Conjugate gradients for symmetric positive semidefinite least-squares problems.

Zdenek Dostál, Lukás Pospísil

Int. J. Comput. Math., 2018

2016

Optimal iterative QP and QPQC algorithms.

Zdenek Dostál, Lukás Pospísil

Ann. Oper. Res., 2016

2015

Minimizing quadratic functions with semidefinite Hessian subject to bound constraints.

Zdenek Dostál, Lukás Pospísil

Comput. Math. Appl., 2015

Computation of Kamada-Kawai Algorithm Using Barzilai-Borwein Method.

Lukás Pospísil, Martin Hasal, Jana Nowaková, Jan Platos

Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015

Solving Contact Mechanics Problems with PERMON.

Vaclav Hapla, David Horák, Lukás Pospísil, Martin Cermák, Alena Vasatová, Radim Sojka

Proceedings of the High Performance Computing in Science and Engineering, 2015

2014

On the solution of convex QPQC problems with elliptic and other separable constraints with strong curvature.

Jirí Bouchala, Zdenek Dostál, Tomás Kozubek, Lukás Pospísil, Petr Vodstrcil

Appl. Math. Comput., 2014