Wielopolski, Patryk

1. Probabilistically Plausible Counterfactual Explanations with Normalizing Flows
   2024/05/27 by Patryk Wielopolski, Oleksii Furman, Wielopolski, Patryk +5 · 2 citations
   Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Reservoir Engineering and Simulation Methods #Scientific Computing and Data Management
2. TreeFlow: Going beyond Tree-based Gaussian Probabilistic Regression
   2022/06/08 by Wielopolski, Patryk, Zięba, Maciej · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels
   2024/05/27 by Oleksii Furman, Furman, Oleksii, Patryk Wielopolski +6 · 2 citations
   Arts and Humanities · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Philosophy and History of Science #Qualitative Comparative Analysis Research
4. Modeling Uncertainty in Personalized Emotion Prediction with Normalizing Flows
   2023/12/10 by Miłkowski, Piotr, Karanowski, Konrad, Wielopolski, Patryk +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences