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2020 – today
- 2024
[j2]Patryk Wielopolski
, Oleksii Furman, Maciej Zieba:
NodeFlow: Towards End-to-End Flexible Probabilistic Regression on Tabular Data. Entropy 26(7): 593 (2024)- [j1]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): 6185-6198 (2024) - [c5]Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba:
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows. ECAI 2024: 954-961 - [i6]Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba:
Probabilistically Plausible Counterfactual Explanations with Normalizing Flows. CoRR abs/2405.17640 (2024) - [i5]Patryk Wielopolski, Oleksii Furman, Jerzy Stefanowski, Maciej Zieba:
Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels. CoRR abs/2405.17642 (2024) - 2023
- [c4]Patryk Wielopolski, Michal Koperski, Maciej Zieba:
Flow Plugin Network for Conditional Generation. ACIIDS (2) 2023: 221-232 - [c3]Patryk Wielopolski, Maciej Zieba:
TreeFlow: Going Beyond Tree-Based Parametric Probabilistic Regression. ECAI 2023: 2631-2638 - [c2]Piotr Milkowski, Konrad Karanowski, Patryk Wielopolski, Jan Kocon, Przemyslaw Kazienko, Maciej Zieba:
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows. ICDM (Workshops) 2023: 757-766 - [i4]Piotr Milkowski, Konrad Karanowski, Patryk Wielopolski, Jan Kocon, Przemyslaw Kazienko, Maciej Zieba:
Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows. CoRR abs/2312.06034 (2023) - 2022
- [c1]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: 8647-8656 - [i3]Patryk Wielopolski, Maciej Zieba:
TreeFlow: Going beyond Tree-based Gaussian Probabilistic Regression. CoRR abs/2206.04140 (2022) - 2021
- [i2]Maciej Wolczyk, Magdalena Proszewska, Lukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafal Kurczab, Marek Smieja:
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models. CoRR abs/2109.09011 (2021) - [i1]Patryk Wielopolski, Michal Koperski, Maciej Zieba:
Flow Plugin Network for conditional generation. CoRR abs/2110.04081 (2021)
Coauthor Index
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