Search results
- 1.0586300 - ÚI 2025 RIV GB eng J - Journal Article
Šíma, Jiří - Cabessa, Jérémie - Vidnerová, Petra
On energy complexity of fully-connected layers.
Neural Networks. Roč. 178, October 2024 (2024), č. článku 106419. ISSN 0893-6080. E-ISSN 1879-2782
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Deep neural networks * Convolutional neural networks * Fully-connected layer * Energy complexity * Energy consumption * Dataflow
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 7.8, year: 2022
Method of publishing: Limited access
https://doi.org/10.1016/j.neunet.2024.106419
Permanent Link: https://hdl.handle.net/11104/0353852 - 2.0586040 - ÚI 2025 RIV CZ eng J - Journal Article
Kalina, Jan - Vidnerová, Petra - Janáček, Patrik
Highly Robust Training of Regularized Radial Basis Function Networks.
Kybernetika. Roč. 60, č. 1 (2024), s. 38-59. ISSN 0023-5954
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : effective regularization * quantile regression * regression neural networks * robust training * robustness
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 0.5, year: 2022
Method of publishing: Open access
https://doi.org/85190739311
Permanent Link: https://hdl.handle.net/11104/0353642File Download Size Commentary Version Access 0586040-oaf.pdf 1 1.2 MB Freely available: https://www.kybernetika.cz/content/2024/1/38/paper.pdf Publisher’s postprint require - 3.0585135 - ÚI 2025 RIV DE eng J - Journal Article
Kalina, Jan
Exploring the impact of post-training rounding in regression models.
Applications of Mathematics. Roč. 69, č. 2 (2024), s. 257-271. ISSN 0862-7940. E-ISSN 1572-9109
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : supervised learning * trained model * perturbations * effect of rounding * low-precision arithmetic
OECD category: Statistics and probability
Impact factor: 0.7, year: 2022
Method of publishing: Open access
https://doi.org/10.21136/AM.2024.0090-23
Permanent Link: https://hdl.handle.net/11104/0352867File Download Size Commentary Version Access 0585135-afinoa.pdf 0 184.7 KB OA CC BY 4.0 Publisher’s postprint open-access - 4.0583578 - ÚTIA 2024 RIV GB eng J - Journal Article
Kalina, Jan - Janáček, P.
Testing exchangeability of multivariate distributions.
Journal of Applied Statistics. Roč. 50, č. 15 (2023), s. 3142-3156. ISSN 0266-4763. E-ISSN 1360-0532
R&D Projects: GA ČR GA21-05325S; GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985556
Keywords : multivariate distribution * exchangeable distribution * multivariate permutation test * multiple testing * non-parametric combination methodology * multiple comparisons
OECD category: Statistics and probability
Impact factor: 1.5, year: 2022
Method of publishing: Open access
https://www.tandfonline.com/doi/full/10.1080/02664763.2022.2102158 http://library.utia.cas.cz/separaty/2024/SI/kalina-0583578.pdf
Permanent Link: https://hdl.handle.net/11104/0351584 - 5.0581616 - ÚI 2025 GB eng J - Journal Article
Kalina, Jan
Regularized least weighted squares estimator in linear regression.
Communications in Statistics - Simulation and Computation. Online 08 January 2024 (2024). ISSN 0361-0918. E-ISSN 1532-4141
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Lasso estimator * Outliers * Regularization * Robust regression * Sparsity
Impact factor: 0.9, year: 2022
Method of publishing: Limited access
https://doi.org/10.1080/03610918.2023.2300356
Permanent Link: https://hdl.handle.net/11104/0349720 - 6.0572576 - ÚI 2024 RIV GB eng J - Journal Article
Kůrková, Věra - Sanguineti, M.
Approximation of Classifiers by Deep Perceptron Networks.
Neural Networks. Roč. 165, August 2023 (2023), s. 654-661. ISSN 0893-6080. E-ISSN 1879-2782
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Approximation by deep networks * Probabilistic bounds on approximation errors * Random classifiers * Concentration of measure * Method of bounded differences * Growth functions
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Impact factor: 7.8, year: 2022
Method of publishing: Limited access
https://dx.doi.org/10.1016/j.neunet.2023.06.004
Permanent Link: https://hdl.handle.net/11104/0343221 - 7.0560805 - ÚI 2023 RIV KR eng J - Journal Article
Kalina, Jan
Robust Coefficients of Correlation or Spatial Autocorrelation Based on Implicit Weighting.
Journal of the Korean Statistical Society. Roč. 51, č. 4 (2022), s. 1247-1267. ISSN 1226-3192. E-ISSN 2005-2863
R&D Projects: GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : Weighting Robustness * Breakdown point * Moran coefficient * Image analysis * Template matching
OECD category: Statistics and probability
Impact factor: 0.6, year: 2022
Method of publishing: Limited access
https://dx.doi.org/10.1007/s42952-022-00184-2
Permanent Link: https://hdl.handle.net/11104/0333587 - 8.0559538 - ÚI 2024 RIV GB eng J - Journal Article
Kalina, Jan - Janáček, Patrik
Testing Exchangeability of Multivariate Distributions.
Journal of Applied Statistics. Roč. 50, č. 15 (2023), s. 3142-3156. ISSN 0266-4763. E-ISSN 1360-0532
R&D Projects: GA ČR GA21-05325S; GA ČR(CZ) GA22-02067S
Institutional support: RVO:67985807
Keywords : multivariate distribution * exchangeable distribution * multivariate permutation test * multiple testing * non-parametric combination methodology * multiple comparisons
OECD category: Statistics and probability
Impact factor: 1.5, year: 2022
Method of publishing: Open access
https://dx.doi.org/10.1080/02664763.2022.2102158
Permanent Link: https://hdl.handle.net/11104/0332806File Download Size Commentary Version Access 0559538-afin.pdf 4 1.6 MB OA CC BY NC ND Publisher’s postprint open-access - 9.0559056 - ÚI 2023 RIV CZ eng J - Journal Article
Kalina, Jan - Vidnerová, Petra
Least Weighted Squares Quantiles Reveal How Competitiveness Contributes to Tourism Performance.
Finance a úvěr-Czech Journal of Economics and Finance. Roč. 72, č. 2 (2022), s. 150-171. ISSN 0015-1920. E-ISSN 0015-1920
R&D Projects: GA ČR(CZ) GA22-02067S
Grant - others:GA ČR(CZ) GA21-19311S
Institutional support: RVO:67985807
Keywords : quantile regression * travel and tourism * robust regression * least weighted squares
OECD category: Statistics and probability
Impact factor: 0.5, year: 2022
Method of publishing: Open access
https://doi.org/10.32065/CJEF.2022.02.03
Permanent Link: https://hdl.handle.net/11104/0332474File Download Size Commentary Version Access 0559056-aoa.pdf 4 1.8 MB volně online Publisher’s postprint open-access