Michele Caprio
- Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?
2023/06/16 by Yusuf Sale, Michele Caprio, Sale, Yusuf +3 · 2 citations
Computer Science · #Computational Drug Discovery Methods #Machine Learning and Data Classification #Topological and Geometric Data Analysis
- Conformalized Credal Regions for Classification with Ambiguous Ground Truth
2024/11/07 by Michele Caprio, David Stutz, Shuo Li +1 · 1 voice · 2 citations
#stat.ML #cs.LG
- Integral Imprecise Probability Metrics
2025/05/22 by Siu Lun Chau, Chau, Siu Lun, Michele Caprio +3 · 4 citations
Computer Science · #Bayesian Modeling and Causal Inference
- A Novel Bayes' Theorem for Upper Probabilities
2023/07/13 by Michele Caprio, Caprio, Michele, Yusuf Sale +5 · 1 citation
Computer Science · Engineering · #68T37 #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Extended probabilities and their application to statistical inference
2021/11/01 by Michele Caprio, Caprio, Michele, Sayan Mukherjee +1 · 1 citation
Physics and Astronomy · Social Sciences · #60A05 #62A01 #FOS: Mathematics #Misinformation and Its Impacts #Opinion Dynamics and Social Influence #Probability (math.PR) #Statistical Mechanics and Entropy #Statistics Theory (math.ST)
- Conformal Prediction Regions are Imprecise Highest Density Regions
2025/02/10 by Michele Caprio, Yusuf Sale, Caprio, Michele +3 · 2 citations
Computer Science · #Neural Networks and Applications
- Subjective Risk Decomposition: A New View for Uncertainty Quantification
2026/07/16 by Raghad Alamri, Michele Caprio, Gavin Brown
#stat.ML #cs.AI #cs.LG