Patryk Wielopolski

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Hierarchical Text Categorization

Multi Label Classification

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

ICDM (Workshops)

Publications

Patryk Wielopolski, Oleksii Furman, Maciej Zieba
NodeFlow: Towards End-to-End Flexible Probabilistic Regression on Tabular Data. Entropy 26 (7) (2024)
Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba
Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels. CoRR (2024)
Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows. CoRR (2024)
Magdalena Proszewska, Maciej Wolczyk, Maciej Zieba, Patryk Wielopolski, Lukasz Maziarka, Marek Smieja
Multi-Label Conditional Generation From Pre-Trained Models. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Patryk Wielopolski, Michal Koperski, Maciej Zieba
Flow Plugin Network for Conditional Generation. ACIIDS (2) (2023)
Piotr Milkowski, Konrad Karanowski, Patryk Wielopolski, Jan Kocon, Przemyslaw Kazienko, Maciej Zieba
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows. ICDM (Workshops) (2023)
Patryk Wielopolski, Maciej Zieba
TreeFlow: Going Beyond Tree-Based Parametric Probabilistic Regression. ECAI (2023)
Piotr Milkowski, Konrad Karanowski, Patryk Wielopolski, Jan Kocon, Przemyslaw Kazienko, Maciej Zieba
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows. CoRR (2023)
Patryk Wielopolski, Maciej Zieba
TreeFlow: Going beyond Tree-based Gaussian Probabilistic Regression. CoRR (2022)
Maciej Wolczyk, Magdalena Proszewska, Lukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafal Kurczab, Marek Smieja
PluGeN: Multi-Label Conditional Generation from Pre-trained Models. AAAI (2022)
Maciej Wolczyk, Magdalena Proszewska, Lukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafal Kurczab, Marek Smieja
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models. CoRR (2021)
Patryk Wielopolski, Michal Koperski, Maciej Zieba
Flow Plugin Network for conditional generation. CoRR (2021)