Jan Kalina

According to our database, Jan Kalina authored at least 29 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the Bayesian Interpretation of Robust Regression Neural Networks.

Jan Kalina, Petra Vidneroá

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

Properties of the Weighted and Robust Implicitly Weighted Correlation Coefficients.

Jan Kalina, Petra Vidnerová

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

On the Bayesian Interpretation of Penalized Statistical Estimators.

Jan Kalina, Barbora Pestová

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

The minimum weighted covariance determinant estimator revisited.

Jan Kalina

Commun. Stat. Simul. Comput., 2022

The minimum weighted covariance determinant estimator for high-dimensional data.

Jan Kalina, Jan Tichavský

Adv. Data Anal. Classif., 2022

Sparse Versions of Optimized Centroids.

Jan Kalina, Petra Vidnerová, Patrik Janácek

Proceedings of the International Joint Conference on Neural Networks, 2022

On Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data.

Jan Kalina, Jirí Tumpach, Martin Holena

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-objective Bayesian Optimization for Neural Architecture Search.

Petra Vidnerová, Jan Kalina

Proceedings of the Artificial Intelligence and Soft Computing, 2022

2021

Effective Automatic Method Selection for Nonlinear Regression Modeling.

Jan Kalina, Ales Neoral, Petra Vidnerová

Int. J. Neural Syst., 2021

Common multivariate estimators of location and scatter capture the symmetry of the underlying distribution.

Jan Kalina

Commun. Stat. Simul. Comput., 2021

A Comparison of Regularization Techniques for Shallow Neural NetworksTrained on Small Datasets.

Jirí Tumpach, Jan Kalina, Martin Holena

Proceedings of the 21st Conference Information Technologies, 2021

A Comparison of Trend Estimators Under Heteroscedasticity.

Jan Kalina, Petra Vidnerová, Jan Tichavský

Proceedings of the Artificial Intelligence and Soft Computing, 2021

Robustness of Supervised Learning Based on Combined Centroids.

Jan Kalina, Ctirad Matonoha

Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020

Robust Multilayer Perceptrons: Robust Loss Functions and Their Derivatives.

Jan Kalina, Petra Vidnerová

Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020

A Metalearning Study for Robust Nonlinear Regression.

Jan Kalina, Petra Vidnerová

Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020

2019

Robust Training of Radial Basis Function Neural Networks.

Jan Kalina, Petra Vidnerová

Proceedings of the Artificial Intelligence and Soft Computing, 2019

2018

Likelihood Ratio Testing under Measurement Errors.

Michel Broniatowski, Jana Jurecková, Jan Kalina

Entropy, 2018

2017

Nonparametric Bootstrap Estimation for Implicitly Weighted Robust Regression.

Jan Kalina, Barbora Pestová

Proceedings of the 17th Conference on Information Technologies, 2017

2016

Perspectives of Information-based Methods in Medicine: An Outlook for Mental Health Care.

Jan Kalina, Jana Zvárová

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Implicitly Weighted Robust Classification Applied to Brain Activity Research.

Jan Kalina, Jaroslav Hlinka

Proceedings of the Biomedical Engineering Systems and Technologies, 2016

Highly Robust Classification: A Regularized Approach for Omics Data.

Jan Kalina, Jaroslav Hlinka

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015

Algorithms for Regularized Linear Discriminant Analysis.

Jan Kalina, Jurjen Duintjer Tebbens

Proceedings of the BIOINFORMATICS 2015, 2015

Robust Image Analysis of BeadChip Microarrays.

Jan Kalina, Anna Schlenker

Proceedings of the BIOIMAGING 2015, 2015

2014

Decision Support for Mental Health: Towards the Information-based Psychiatry.

Jan Kalina, Jana Zvárová

Int. J. Comput. Model. Algorithms Medicine, 2014

2013

System for Selecting Relevant Information for Decision Support.

Jan Kalina, Libor Seidl, Karel Zvára, Hana Grünfeldová, Dalibor Slovák, Jana Zvárová

Proceedings of the Data and Knowledge for Medical Decision Support, 2013

2012

Implicitly Weighted Methods in Robust Image Analysis.

Jan Kalina

J. Math. Imaging Vis., 2012

2011

Robust Methods for Image Processing in Anthropology and Biomedicine.

Jan Kalina

ERCIM News, 2011

2010

Robust Image Analysis in the Evaluation of Gene Expression Studies.

Jan Kalina

ERCIM News, 2010

2006

Locating landmarks using templates.

Jan Kalina

PhD thesis, 2006