Lukás Pospísil

18 papers Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
An entropy-optimal path to humble AI.
CoRR
Davide Bassetti, Lukás Pospísil, Michael Groom, Terence J. O'Kane, Illia Horenko
2025 J jnl
Fast and close Shannon entropy approximation.
CoRR
Illia Horenko, Davide Bassetti, Lukás Pospísil
2024 J jnl
Gauge-Optimal Approximate Learning for Small Data Classification.
Neural Comput.
Edoardo Vecchi, Davide Bassetti, Fabio Graziato, Lukás Pospísil, Illia Horenko
2024 J jnl
On Entropic Learning from Noisy Time Series in the Small Data Regime.
Entropy
Davide Bassetti, Lukás Pospísil, Illia Horenko
2023 J jnl
Gauge-optimal approximate learning for small data classification problems.
CoRR
Edoardo Vecchi, Davide Bassetti, Fabio Graziato, Lukás Pospísil, Illia Horenko
2023 J jnl
Linearly-scalable learning of smooth low-dimensional patterns with permutation-aided entropic dimension reduction.
CoRR
Illia Horenko, Lukás Pospísil
2022 J jnl
Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography.
J. Imaging
Illia Horenko, Lukás Pospísil, Edoardo Vecchi, Steffen Albrecht, Alexander Gerber, Beate Rehbock, Albrecht Stroh, Susanne Gerber
2022 J jnl
eSPA+: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems.
Neural Comput.
Edoardo Vecchi, Lukás Pospísil, Steffen Albrecht, Terence J. O'Kane, Illia Horenko
2021 J jnl
Co-Inference of Data Mislabelings Reveals Improved Models in Genomics and Breast Cancer Diagnostics.
Frontiers Artif. Intell.
Susanne Gerber, Lukás Pospísil, Stanislav Sys, Charlotte Hewel, Ali Torkamani, Illia Horenko
2020 J jnl
Active set expansion strategies in MPRGP algorithm.
Adv. Eng. Softw.
Jakub Kruzík, David Horák, Martin Cermák, Lukás Pospísil, Marek Pecha
2020 J jnl
Active set expansion strategies in MPRGP algorithm.
CoRR
Jakub Kruzik, David Horák, Martin Cermák, Lukás Pospísil, Marek Pecha
2018 J jnl
Conjugate gradients for symmetric positive semidefinite least-squares problems.
Int. J. Comput. Math.
Zdenek Dostál, Lukás Pospísil
2018 J jnl
The projected Barzilai-Borwein method with fall-back for strictly convex QCQP problems with separable constraints.
Math. Comput. Simul.
Lukás Pospísil, Zdenek Dostál
2016 J jnl
Optimal iterative QP and QPQC algorithms.
Ann. Oper. Res.
Zdenek Dostál, Lukás Pospísil
2015 — conf
Computation of Kamada-Kawai Algorithm Using Barzilai-Borwein Method.
INCoS
Lukás Pospísil, Martin Hasal, Jana Nowaková, Jan Platos
2015 J jnl
Minimizing quadratic functions with semidefinite Hessian subject to bound constraints.
Comput. Math. Appl.
Zdenek Dostál, Lukás Pospísil
2015 — conf
Solving Contact Mechanics Problems with PERMON.
HPCSE
Vaclav Hapla, David Horák, Lukás Pospísil, Martin Cermák, Alena Vasatová, Radim Sojka
2014 J jnl
On the solution of convex QPQC problems with elliptic and other separable constraints with strong curvature.
Appl. Math. Comput.
Jirí Bouchala, Zdenek Dostál, Tomás Kozubek, Lukás Pospísil, Petr Vodstrcil