Michele Caprio

Employment

• The University of Manchester

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (33)

• Imprecise Markov semigroups and their ergodicity
  ESAIM: Probability and Statistics 2026 DOI: 10.1051/ps/2026007
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• Integral Imprecise Probability Metrics
  NeurIPS 2025 Mexico City Satellite Conference, Mexico City, Mexico, 30/11/25 2025
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• TAR
  The IEEE/RSJ International Conference on Intelligent Robots and Systems 2025 DOI: 10.1109/IROS60139.2025.11247281
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• Optimal Transport for ε-Contaminated Credal Sets
  International Symposium on Imprecise Probabilities: Theories and Applications 2025 2025
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• Epistemic Errors of Imperfect Multitask Learners When Distributions Shift
  2025 DOI: 10.48550/arXiv.2505.23496
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• Distributionally Robust Statistical Verification with Imprecise Neural Networks
  2025 DOI: 10.1145/3716863.3718040
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• Conformalized Credal Regions for Classification with Ambiguous Ground Truth
  Transactions on Machine Learning Research 2025
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• Conformal Prediction Regions are Imprecise Highest Density Regions
  International Symposium on Imprecise Probabilities: Theories and Applications 2025 2025
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• DC4L: Distribution Shift Recovery via Data-Driven Control for Deep Learning Models
  Proceedings of Machine Learning Research 2024
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• A Novel Bayes' Theorem for Upper Probabilities
  Epistemic Uncertainty in Artificial Intelligence 2024 DOI: 10.1007/978-3-031-57963-9_1
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