Caprio, Michele

11 publications

ISIPTA 2025 Conformal Prediction Regions Are Imprecise Highest Density Regions Michele Caprio, Yusuf Sale, Eyke Hüllermeier

TMLR 2025 Conformalized Credal Regions for Classification with Ambiguous Ground Truth Michele Caprio, David Stutz, Shuo Li, Arnaud Doucet

NeurIPS 2025 Integral Imprecise Probability Metrics Siu Lun Chau, Michele Caprio, Krikamol Muandet

ISIPTA 2025 Optimal Transport for $ε$-Contaminated Credal Sets Michele Caprio

TMLR 2024 Credal Bayesian Deep Learning Michele Caprio, Souradeep Dutta, Kuk Jin Jang, Vivian Lin, Radoslav Ivanov, Oleg Sokolsky, Insup Lee

NeurIPS 2024 Credal Learning Theory Michele Caprio, Maryam Sultana, Eleni G. Elia, Fabio Cuzzolin

L4DC 2024 DC4L: Distribution Shift Recovery via Data-Driven Control for Deep Learning Models Vivian Lin, Kuk Jin Jang, Souradeep Dutta, Michele Caprio, Oleg Sokolsky, Insup Lee

ICML 2024 Second-Order Uncertainty Quantification: A Distance-Based Approach Yusuf Sale, Viktor Bengs, Michele Caprio, Eyke Hüllermeier

ISIPTA 2023 Constriction for Sets of Probabilities Michele Caprio, Teddy Seidenfeld

ISIPTA 2023 Dynamic Precise and Imprecise Probability Kinematics Michele Caprio, Ruobin Gong

UAI 2023 Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty? Yusuf Sale, Michele Caprio, Eyke Hüllermeier