Jan Kalina

33 papers B 3C 2Journal 11Unranked 16
YearRankTypeTitle / Venue / Authors
2025 B conf
Local Sensitivity Analysis of Highly Robust Regression Estimators.
IJCNN
Jan Kalina
2025 J jnl
Regularized least weighted squares estimator in linear regression.
Commun. Stat. Simul. Comput.
Jan Kalina
2025 — conf
Some Regularized Tools for Dimensionality Reduction.
ICAISC (2)
Jan Kalina
2024 J jnl
Highly robust training of regularized radial basis function networks.
Kybernetika
Jan Kalina, Petra Vidnerová, Patrik Janácek
2024 — conf
On the Bayesian Interpretation of Robust Regression Neural Networks.
ICANN (1)
Jan Kalina, Petra Vidneroá
2023 — conf
On the Bayesian Interpretation of Penalized Statistical Estimators.
ICAISC (2)
Jan Kalina, Barbora Pestová
2023 — conf
Properties of the Weighted and Robust Implicitly Weighted Correlation Coefficients.
ICANN (9)
Jan Kalina, Petra Vidnerová
2022 — conf
Multi-objective Bayesian Optimization for Neural Architecture Search.
ICAISC (1)
Petra Vidnerová, Jan Kalina
2022 B conf
On Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data.
IJCNN
Jan Kalina, Jirí Tumpach, Martin Holena
2022 B conf
Sparse Versions of Optimized Centroids.
IJCNN
Jan Kalina, Petra Vidnerová, Patrik Janácek
2022 J jnl
The minimum weighted covariance determinant estimator for high-dimensional data.
Adv. Data Anal. Classif.
Jan Kalina, Jan Tichavský
2022 J jnl
The minimum weighted covariance determinant estimator revisited.
Commun. Stat. Simul. Comput.
Jan Kalina
2021 — conf
A Comparison of Regularization Techniques for Shallow Neural NetworksTrained on Small Datasets.
ITAT
Jirí Tumpach, Jan Kalina, Martin Holena
2021 — conf
A Comparison of Trend Estimators Under Heteroscedasticity.
ICAISC (1)
Jan Kalina, Petra Vidnerová, Jan Tichavský
2021 J jnl
Common multivariate estimators of location and scatter capture the symmetry of the underlying distribution.
Commun. Stat. Simul. Comput.
Jan Kalina
2021 J jnl
Effective Automatic Method Selection for Nonlinear Regression Modeling.
Int. J. Neural Syst.
Jan Kalina, Ales Neoral, Petra Vidnerová
2021 — conf
Robustness of Supervised Learning Based on Combined Centroids.
ICAISC (2)
Jan Kalina, Ctirad Matonoha
2020 C conf
A Metalearning Study for Robust Nonlinear Regression.
EANN
Jan Kalina, Petra Vidnerová
2020 C conf
Robust Multilayer Perceptrons: Robust Loss Functions and Their Derivatives.
EANN
Jan Kalina, Petra Vidnerová
2019 — conf
Robust Training of Radial Basis Function Neural Networks.
ICAISC (1)
Jan Kalina, Petra Vidnerová
2018 J jnl
Likelihood Ratio Testing under Measurement Errors.
Entropy
Michel Broniatowski, Jana Jurecková, Jan Kalina
2017 — conf
Nonparametric Bootstrap Estimation for Implicitly Weighted Robust Regression.
ITAT
Jan Kalina, Barbora Pestová
2016 — conf
Highly Robust Classification: A Regularized Approach for Omics Data.
BIOINFORMATICS
Jan Kalina, Jaroslav Hlinka
2016 — conf
Implicitly Weighted Robust Classification Applied to Brain Activity Research.
BIOSTEC (Selected Papers)
Jan Kalina, Jaroslav Hlinka
2016 — conf
Perspectives of Information-based Methods in Medicine: An Outlook for Mental Health Care.
HEALTHINF
Jan Kalina, Jana Zvárová
2015 — conf
Algorithms for Regularized Linear Discriminant Analysis.
BIOINFORMATICS
Jan Kalina, Jurjen Duintjer Tebbens
2015 — conf
Robust Image Analysis of BeadChip Microarrays.
BIOIMAGING
Jan Kalina, Anna Schlenker
2014 J jnl
Decision Support for Mental Health: Towards the Information-based Psychiatry.
Int. J. Comput. Model. Algorithms Medicine
Jan Kalina, Jana Zvárová
2013 — conf
System for Selecting Relevant Information for Decision Support.
EFMI-STC
Jan Kalina, Libor Seidl, Karel Zvára, Hana Grünfeldová, Dalibor Slovák, Jana Zvárová
2012 J jnl
Implicitly Weighted Methods in Robust Image Analysis.
J. Math. Imaging Vis.
Jan Kalina
2011 J jnl
Robust Methods for Image Processing in Anthropology and Biomedicine.
ERCIM News
Jan Kalina
2010 J jnl
Robust Image Analysis in the Evaluation of Gene Expression Studies.
ERCIM News
Jan Kalina
2006 — —
Locating landmarks using templates.
Jan Kalina