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ORCIDMarcin Korzen
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- affiliation: West Pomeranian University of Technology, Szczecin, Poland
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Journal Articles
- 2022
[j6]Jan Rodziewicz-Bielewicz
, Marcin Korzen:
Comparison of Graph Fitting and Sparse Deep Learning Model for Robot Pose Estimation. Sensors 22(17): 6518 (2022)- 2021
- [j5]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): 3798-3818 (2021) - 2017
- [j4]Emanuel Kulczycki, Marcin Korzen, Przemyslaw Korytkowski:
Toward an excellence-based research funding system: Evidence from Poland. J. Informetrics 11(1): 282-298 (2017) - 2013
- [j3]Marcin Korzen, Szymon Jaroszewicz, Przemyslaw Klesk:
Logistic regression with weight grouping priors. Comput. Stat. Data Anal. 64: 281-298 (2013) - 2012
- [j2]Szymon Jaroszewicz, Marcin Korzen:
Arithmetic Operations on Independent Random Variables: A Numerical Approach. SIAM J. Sci. Comput. 34(3) (2012) - 2011
- [j1]Przemyslaw Klesk, Marcin Korzen:
Sets of approximating functions with finite Vapnik-Chervonenkis dimension for nearest-neighbors algorithms. Pattern Recognit. Lett. 32(14): 1882-1893 (2011)
Conference and Workshop Papers
- 2024
- [c13]Jan Rodziewicz-Bielewicz, Marcin Korzen:
Sparse Convolutional Neural Network for Localization and Orientation Prediction and Application to Drone Control. ECAI 2024: 529-536 - [c12]Marcin Korzen, Grigory M. Sklyar, Svetlana Yu. Ignatovich, Jaroslaw Wozniak:
Computational Aspects of Homogeneous Approximations of Nonlinear Systems. ICCS (2) 2024: 368-382 - 2023
- [c11]Jan Rodziewicz-Bielewicz, Marcin Korzen:
Vision-Based Mobile Robots Control Along a Given Trajectory. ICAISC (2) 2023: 69-77 - 2020
- [c10]Jacek Klimaszewski, Marcin Korzen:
Fitting Penalized Logistic Regression Models Using QR Factorization. ICCS (2) 2020: 44-57 - 2019
- [c9]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: 224-234 - [c8]Jan Rodziewicz-Bielewicz, Jacek Klimaszewski, Marcin Korzen:
Regularized Learning of Neural Network with Application to Sparse PCA. ICAISC (1) 2019: 203-214 - 2017
- [c7]Jacek Klimaszewski, Michal Sklyar, Marcin Korzen:
Learning ℓ1-penalized logistic regressions with smooth approximation. INISTA 2017: 126-130 - 2012
- [c6]Marcin Korzen, Przemyslaw Klesk:
Sample Complexity of Linear Learning Machines with Different Restrictions over Weights. ICAISC (2) 2012: 111-119 - 2008
- [c5]Marcin Korzen, Przemyslaw Klesk:
Maximal Margin Estimation with Perceptron-Like Algorithm. ICAISC 2008: 597-608 - 2007
- [c4]Szymon Jaroszewicz, Marcin Korzen:
Approximating Representations for Large Numerical Databases. SDM 2007: 521-526 - 2006
- [c3]Szymon Jaroszewicz, Marcin Korzen:
Comparison of Information Theoretical Measures for Reduct Finding. ICAISC 2006: 518-527 - 2005
- [c2]Marcin Korzen, Szymon Jaroszewicz:
Finding Reducts Without Building the Discernibility Matrix. ISDA 2005: 450-455 - 2004
- [c1]Marcin Korzen:
An Evolutionary Clustering Algorithm. ICAISC 2004: 426-431
Parts in Books or Collections
- 2007
- [p1]Marcin Plucinski, Marcin Korzen:
Application of the Peano Curve for the Robot Trajectory Generating. Advances in Information Processing and Protection 2007: 25-34
Coauthor Index
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