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Jan Kalina

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

13

Venues

4

Active years

2019–2025

Best venue rank

National

Where they publish

Papers

13 indexed papers, newest first.

YearVenueTitleAuthors
2025ICAISCSome Regularized Tools for Dimensionality Reduction.Jan Kalina
2025IJCNNLocal Sensitivity Analysis of Highly Robust Regression Estimators.Jan Kalina
2024ICANNOn the Bayesian Interpretation of Robust Regression Neural Networks.Jan Kalina, Petra Vidnero
2023ICAISCOn the Bayesian Interpretation of Penalized Statistical Estimators.Jan Kalina, Barbora Pestov
2023ICANNProperties of the Weighted and Robust Implicitly Weighted Correlation Coefficients.Jan Kalina, Petra Vidnerov
2022ICAISCMulti-objective Bayesian Optimization for Neural Architecture Search.Petra Vidnerov, Jan Kalina
2022IJCNNOn Combining Robustness and Regularization in Training Multilayer Perceptrons over Small Data.Jan Kalina, Jir Tumpach, Martin Holena
2022IJCNNSparse Versions of Optimized Centroids.Jan Kalina, Petra Vidnerov, Patrik Jancek
2021ICAISCRobustness of Supervised Learning Based on Combined Centroids.Jan Kalina, Ctirad Matonoha
2021ICAISCA Comparison of Trend Estimators Under Heteroscedasticity.Jan Kalina, Petra Vidnerov, Jan Tichavsk
2020EANNA Metalearning Study for Robust Nonlinear Regression.Jan Kalina, Petra Vidnerov
2020EANNRobust Multilayer Perceptrons: Robust Loss Functions and Their Derivatives.Jan Kalina, Petra Vidnerov
2019ICAISCRobust Training of Radial Basis Function Neural Networks.Jan Kalina, Petra Vidnerov