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Michele Caprio

Conformalized Credal Regions for Classification with Ambiguous Ground Truth

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Nov 07, 2024
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Optimal Transport for $ε$-Contaminated Credal Sets

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Oct 04, 2024
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Imprecise Markov Semigroups and their Ergodicity

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Apr 30, 2024
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Credal Learning Theory

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Feb 01, 2024
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Second-Order Uncertainty Quantification: A Distance-Based Approach

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Dec 02, 2023
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IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning

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Oct 09, 2023
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Distributionally Robust Statistical Verification with Imprecise Neural Networks

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Aug 30, 2023
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A Novel Bayes' Theorem for Upper Probabilities

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Jul 13, 2023
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Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?

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Jun 16, 2023
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Zero-shot Task Preference Addressing Enabled by Imprecise Bayesian Continual Learning

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May 24, 2023
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