Jan Kalina

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 20

Top Venues

ICAISC (1)

ICAISC (2)

Commun. Stat. Simul. Comput.

IJCNN

University of Duisburg-Essen, Germany (PHD)

Education History

University of Duisburg-Essen, Germany

PHD

Publications

Jan Kalina, Petra Vidnerová
Properties of the Weighted and Robust Implicitly Weighted Correlation Coefficients. ICANN (9) (2023)
Jan Kalina, Barbora Pestová
On the Bayesian Interpretation of Penalized Statistical Estimators. ICAISC (2) (2023)
Jan Kalina
The minimum weighted covariance determinant estimator revisited. Commun. Stat. Simul. Comput. 51 (7) (2022)
Jan Kalina, Jirí Tumpach, Martin Holena
On Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data. IJCNN (2022)
Jan Kalina, Petra Vidnerová, Patrik Janácek
Sparse Versions of Optimized Centroids. IJCNN (2022)
Petra Vidnerová, Jan Kalina
Multi-objective Bayesian Optimization for Neural Architecture Search. ICAISC (1) (2022)
Jan Kalina, Jan Tichavský
The minimum weighted covariance determinant estimator for high-dimensional data. Adv. Data Anal. Classif. 16 (4) (2022)
Jan Kalina, Ctirad Matonoha
Robustness of Supervised Learning Based on Combined Centroids. ICAISC (2) (2021)
Jan Kalina, Petra Vidnerová, Jan Tichavský
A Comparison of Trend Estimators Under Heteroscedasticity. ICAISC (1) (2021)
Jirí Tumpach, Jan Kalina, Martin Holena
A Comparison of Regularization Techniques for Shallow Neural NetworksTrained on Small Datasets. ITAT (2021)
Jan Kalina
Common multivariate estimators of location and scatter capture the symmetry of the underlying distribution. Commun. Stat. Simul. Comput. 50 (10) (2021)
Jan Kalina, Ales Neoral, Petra Vidnerová
Effective Automatic Method Selection for Nonlinear Regression Modeling. Int. J. Neural Syst. 31 (10) (2021)
Jan Kalina, Petra Vidnerová
Robust Multilayer Perceptrons: Robust Loss Functions and Their Derivatives. EANN (2020)
Jan Kalina, Petra Vidnerová
A Metalearning Study for Robust Nonlinear Regression. EANN (2020)
Jan Kalina, Petra Vidnerová
Robust Training of Radial Basis Function Neural Networks. ICAISC (1) (2019)
Michel Broniatowski, Jana Jurecková, Jan Kalina
Likelihood Ratio Testing under Measurement Errors. Entropy 20 (12) (2018)
Jan Kalina, Barbora Pestová
Nonparametric Bootstrap Estimation for Implicitly Weighted Robust Regression. ITAT (2017)
Jan Kalina, Jaroslav Hlinka
Implicitly Weighted Robust Classification Applied to Brain Activity Research. BIOSTEC (Selected Papers) (2016)
Jan Kalina, Jaroslav Hlinka
Highly Robust Classification: A Regularized Approach for Omics Data. BIOINFORMATICS (2016)
Jan Kalina, Jana Zvárová
Perspectives of Information-based Methods in Medicine: An Outlook for Mental Health Care. HEALTHINF (2016)
Jan Kalina, Jurjen Duintjer Tebbens
Algorithms for Regularized Linear Discriminant Analysis. BIOINFORMATICS (2015)
Jan Kalina, Anna Schlenker
Robust Image Analysis of BeadChip Microarrays. BIOIMAGING (2015)
Jan Kalina, Jana Zvárová
Decision Support for Mental Health: Towards the Information-based Psychiatry. Int. J. Comput. Model. Algorithms Medicine 4 (2) (2014)
Jan Kalina, Libor Seidl, Karel Zvára, Hana Grünfeldová, Dalibor Slovák, Jana Zvárová
System for Selecting Relevant Information for Decision Support. EFMI-STC (2013)
Jan Kalina
Implicitly Weighted Methods in Robust Image Analysis. J. Math. Imaging Vis. 44 (3) (2012)
Jan Kalina
Robust Methods for Image Processing in Anthropology and Biomedicine. ERCIM News 2011 (86) (2011)
Jan Kalina
Robust Image Analysis in the Evaluation of Gene Expression Studies. ERCIM News 2010 (82) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jan Kalina