Marcin Korzen

According to our database, Marcin Korzen authored at least 18 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of four.

2023

Vision-Based Mobile Robots Control Along a Given Trajectory.

Jan Rodziewicz-Bielewicz, Marcin Korzen

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Comparison of Graph Fitting and Sparse Deep Learning Model for Robot Pose Estimation.

Jan Rodziewicz-Bielewicz, Marcin Korzen

Sensors, 2022

2021

Can Boosted Randomness Mimic Learning Algorithms of Geometric Nature? Example of a Simple Algorithm That Converges in Probability to Hard-Margin SVM.

Przemyslaw Klesk, Marcin Korzen

IEEE Trans. Neural Networks Learn. Syst., 2021

2020

Fitting Penalized Logistic Regression Models Using QR Factorization.

Jacek Klimaszewski, Marcin Korzen

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Regularized Learning of Neural Network with Application to Sparse PCA.

Jan Rodziewicz-Bielewicz, Jacek Klimaszewski, Marcin Korzen

Proceedings of the Artificial Intelligence and Soft Computing, 2019

Image Smoothing Using \ell ^p ℓ p Penalty for 0\le p\le 1 0 ≤ p ≤ 1 with Use of Alternating Minimization Algorithm.

Jacek Klimaszewski, Marcin Korzen

Proceedings of the Progress in Computer Recognition Systems, 2019

2017

Toward an excellence-based research funding system: Evidence from Poland.

Emanuel Kulczycki, Marcin Korzen, Przemyslaw Korytkowski

J. Informetrics, 2017

Learning ℓ¹-penalized logistic regressions with smooth approximation.

Jacek Klimaszewski, Michal Sklyar, Marcin Korzen

Proceedings of the IEEE International Conference on INnovations in Intelligent SysTems and Applications, 2017

2013

Logistic regression with weight grouping priors.

Marcin Korzen, Szymon Jaroszewicz, Przemyslaw Klesk

Comput. Stat. Data Anal., 2013

2012

Arithmetic Operations on Independent Random Variables: A Numerical Approach.

Szymon Jaroszewicz, Marcin Korzen

SIAM J. Sci. Comput., 2012

Sample Complexity of Linear Learning Machines with Different Restrictions over Weights.

Marcin Korzen, Przemyslaw Klesk

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

Sets of approximating functions with finite Vapnik-Chervonenkis dimension for nearest-neighbors algorithms.

Przemyslaw Klesk, Marcin Korzen

Pattern Recognit. Lett., 2011

2008

Maximal Margin Estimation with Perceptron-Like Algorithm.

Marcin Korzen, Przemyslaw Klesk

Proceedings of the Artificial Intelligence and Soft Computing, 2008

2007

Approximating Representations for Large Numerical Databases.

Szymon Jaroszewicz, Marcin Korzen

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Application of the Peano Curve for the Robot Trajectory Generating.

Marcin Plucinski, Marcin Korzen

Proceedings of the Advances in Information Processing and Protection., 2007

2006

Comparison of Information Theoretical Measures for Reduct Finding.

Szymon Jaroszewicz, Marcin Korzen

Proceedings of the Artificial Intelligence and Soft Computing, 2006

2005

Finding Reducts Without Building the Discernibility Matrix.

Marcin Korzen, Szymon Jaroszewicz

Proceedings of the Fifth International Conference on Intelligent Systems Design and Applications (ISDA 2005), 2005

2004

An Evolutionary Clustering Algorithm.

Marcin Korzen

Proceedings of the Artificial Intelligence and Soft Computing, 2004