| 2025 | ICCS | Control Synthesis of Homogeneous Approximations of Nonlinear Systems. | Marcin Korzen, Jaroslaw Wozniak, Grigory M. Sklyar, Mateusz Firkowski |
| 2024 | ECAI | Sparse Convolutional Neural Network for Localization and Orientation Prediction and Application to Drone Control. | Jan Rodziewicz-Bielewicz, Marcin Korzen |
| 2024 | ICCS | Computational Aspects of Homogeneous Approximations of Nonlinear Systems. | Marcin Korzen, Grigory M. Sklyar, Svetlana Yu. Ignatovich, Jaroslaw Wozniak |
| 2023 | ICAISC | Vision-Based Mobile Robots Control Along a Given Trajectory. | Jan Rodziewicz-Bielewicz, Marcin Korzen |
| 2020 | ICCS | Fitting Penalized Logistic Regression Models Using QR Factorization. | Jacek Klimaszewski, Marcin Korzen |
| 2019 | ICAISC | Regularized Learning of Neural Network with Application to Sparse PCA. | Jan Rodziewicz-Bielewicz, Jacek Klimaszewski, Marcin Korzen |
| 2017 | INISTA | Learning ℓ | Jacek Klimaszewski, Michal Sklyar, Marcin Korzen |
| 2012 | ICAISC | Sample Complexity of Linear Learning Machines with Different Restrictions over Weights. | Marcin Korzen, Przemyslaw Klesk |
| 2008 | ICAISC | Maximal Margin Estimation with Perceptron-Like Algorithm. | Marcin Korzen, Przemyslaw Klesk |
| 2007 | SDM | Approximating Representations for Large Numerical Databases. | Szymon Jaroszewicz, Marcin Korzen |
| 2006 | ICAISC | Comparison of Information Theoretical Measures for Reduct Finding. | Szymon Jaroszewicz, Marcin Korzen |
| 2005 | ISDA | Finding Reducts Without Building the Discernibility Matrix. | Marcin Korzen, Szymon Jaroszewicz |
| 2004 | ICAISC | An Evolutionary Clustering Algorithm. | Marcin Korzen |