Lukás Pospísil

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 11

Top Topics

Computed Tomography

Monotonicity Property

Top Venues

Ann. Oper. Res.

Math. Comput. Simul.

Comput. Math. Appl.

Publications

Davide Bassetti, Lukás Pospísil, Illia Horenko
On Entropic Learning from Noisy Time Series in the Small Data Regime. Entropy 26 (7) (2024)
Illia Horenko, Lukás Pospísil
Linearly-scalable learning of smooth low-dimensional patterns with permutation-aided entropic dimension reduction. CoRR (2023)
Edoardo Vecchi, Davide Bassetti, Fabio Graziato, Lukás Pospísil, Illia Horenko
Gauge-optimal approximate learning for small data classification problems. CoRR (2023)
Edoardo Vecchi, Lukás Pospísil, Steffen Albrecht, Terence J. O'Kane, Illia Horenko
eSPA+: Scalable Entropy-Optimal Machine Learning Classification for Small Data Problems. Neural Comput. 34 (5) (2022)
Illia Horenko, Lukás Pospísil, Edoardo Vecchi, Steffen Albrecht, Alexander Gerber, Beate Rehbock, Albrecht Stroh, Susanne Gerber
Low-Cost Probabilistic 3D Denoising with Applications for Ultra-Low-Radiation Computed Tomography. J. Imaging 8 (6) (2022)
Susanne Gerber, Lukás Pospísil, Stanislav Sys, Charlotte Hewel, Ali Torkamani, Illia Horenko
Co-Inference of Data Mislabelings Reveals Improved Models in Genomics and Breast Cancer Diagnostics. Frontiers Artif. Intell. 4 (2021)
Jakub Kruzík, David Horák, Martin Cermák, Lukás Pospísil, Marek Pecha
Active set expansion strategies in MPRGP algorithm. Adv. Eng. Softw. 149 (2020)
Jakub Kruzik, David Horák, Martin Cermák, Lukás Pospísil, Marek Pecha
Active set expansion strategies in MPRGP algorithm. CoRR (2020)
Zdenek Dostál, Lukás Pospísil
Conjugate gradients for symmetric positive semidefinite least-squares problems. Int. J. Comput. Math. 95 (11) (2018)
Lukás Pospísil, Zdenek Dostál
The projected Barzilai-Borwein method with fall-back for strictly convex QCQP problems with separable constraints. Math. Comput. Simul. 145 (2018)
Zdenek Dostál, Lukás Pospísil
Optimal iterative QP and QPQC algorithms. Ann. Oper. Res. 243 (1-2) (2016)
Lukás Pospísil, Martin Hasal, Jana Nowaková, Jan Platos
Computation of Kamada-Kawai Algorithm Using Barzilai-Borwein Method. INCoS (2015)
Vaclav Hapla, David Horák, Lukás Pospísil, Martin Cermák, Alena Vasatová, Radim Sojka
Solving Contact Mechanics Problems with PERMON. HPCSE (2015)
Zdenek Dostál, Lukás Pospísil
Minimizing quadratic functions with semidefinite Hessian subject to bound constraints. Comput. Math. Appl. 70 (8) (2015)
Jirí Bouchala, Zdenek Dostál, Tomás Kozubek, Lukás Pospísil, Petr Vodstrcil
On the solution of convex QPQC problems with elliptic and other separable constraints with strong curvature. Appl. Math. Comput. 247 (2014)