Marcin Korzen

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 9

Top Topics

Nonlinear Systems

Classification Trees

Logistic Regression

Pose Estimation

Top Venues

Publications

Marcin Korzen, Grigory M. Sklyar, Svetlana Yu. Ignatovich, Jaroslaw Wozniak
Computational Aspects of Homogeneous Approximations of Nonlinear Systems. ICCS (2) (2024)
Jan Rodziewicz-Bielewicz, Marcin Korzen
Vision-Based Mobile Robots Control Along a Given Trajectory. ICAISC (2) (2023)
Jan Rodziewicz-Bielewicz, Marcin Korzen
Comparison of Graph Fitting and Sparse Deep Learning Model for Robot Pose Estimation. Sensors 22 (17) (2022)
Przemyslaw Klesk, Marcin Korzen
Can Boosted Randomness Mimic Learning Algorithms of Geometric Nature? Example of a Simple Algorithm That Converges in Probability to Hard-Margin SVM. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Jacek Klimaszewski, Marcin Korzen
Fitting Penalized Logistic Regression Models Using QR Factorization. ICCS (2) (2020)
Jacek Klimaszewski, Marcin Korzen
Image Smoothing Using \ell ^p ℓ p Penalty for 0\le p\le 1 0 ≤ p ≤ 1 with Use of Alternating Minimization Algorithm. CORES (2019)
Jan Rodziewicz-Bielewicz, Jacek Klimaszewski, Marcin Korzen
Regularized Learning of Neural Network with Application to Sparse PCA. ICAISC (1) (2019)
Jacek Klimaszewski, Michal Sklyar, Marcin Korzen
-penalized logistic regressions with smooth approximation. INISTA (2017)
Emanuel Kulczycki, Marcin Korzen, Przemyslaw Korytkowski
Toward an excellence-based research funding system: Evidence from Poland. J. Informetrics 11 (1) (2017)
Marcin Korzen, Szymon Jaroszewicz, Przemyslaw Klesk
Logistic regression with weight grouping priors. Comput. Stat. Data Anal. 64 (2013)
Marcin Korzen, Przemyslaw Klesk
Sample Complexity of Linear Learning Machines with Different Restrictions over Weights. ICAISC (2) (2012)
Szymon Jaroszewicz, Marcin Korzen
Arithmetic Operations on Independent Random Variables: A Numerical Approach. SIAM J. Sci. Comput. 34 (3) (2012)
Przemyslaw Klesk, Marcin Korzen
Sets of approximating functions with finite Vapnik-Chervonenkis dimension for nearest-neighbors algorithms. Pattern Recognit. Lett. 32 (14) (2011)
Marcin Korzen, Przemyslaw Klesk
Maximal Margin Estimation with Perceptron-Like Algorithm. ICAISC (2008)
Szymon Jaroszewicz, Marcin Korzen
Approximating Representations for Large Numerical Databases. SDM (2007)
Szymon Jaroszewicz, Marcin Korzen
Comparison of Information Theoretical Measures for Reduct Finding. ICAISC (2006)
Marcin Korzen, Szymon Jaroszewicz
Finding Reducts Without Building the Discernibility Matrix. ISDA (2005)
Marcin Korzen
An Evolutionary Clustering Algorithm. ICAISC (2004)