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Michele Caprio
Michele Caprio
Lecturer (Asst. Prof.), The University of Manchester
Bestätigte E-Mail-Adresse bei manchester.ac.uk - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Is the volume of a credal set a good measure for epistemic uncertainty?
Y Sale, M Caprio, E Höllermeier
Uncertainty in Artificial Intelligence, 1795-1804, 2023
252023
Credal Bayesian Deep Learning
M Caprio, S Dutta, KJ Jang, V Lin, R Ivanov, O Sokolsky, I Lee
arXiv preprint arXiv:2302.09656, 2023
23*2023
Second-order uncertainty quantification: A distance-based approach
Y Sale, V Bengs, M Caprio, E Hüllermeier
Forty-first International Conference on Machine Learning, 2023
202023
Dynamic precise and imprecise probability kinematics
M Caprio, R Gong
International Symposium on Imprecise Probability: Theories and Applications …, 2023
122023
A novel Bayes’ theorem for upper probabilities
M Caprio, Y Sale, E Hüllermeier, I Lee
International Workshop on Epistemic Uncertainty in Artificial Intelligence, 1-12, 2023
92023
Ergodic theorems for dynamic imprecise probability kinematics
M Caprio, S Mukherjee
International Journal of Approximate Reasoning 152, 325-343, 2023
92023
Distributionally robust statistical verification with imprecise neural networks
S Dutta, M Caprio, V Lin, M Cleaveland, KJ Jang, I Ruchkin, O Sokolsky, ...
arXiv preprint arXiv:2308.14815, 2023
82023
IBCL: Zero-shot Model Generation for Task Trade-offs in Continual Learning
P Lu, M Caprio, E Eaton, I Lee
arXiv preprint arXiv:2305.14782, 2023
6*2023
Using semantic information for defining and detecting ood inputs
R Kaur, X Ji, S Dutta, M Caprio, Y Yang, E Bernardis, O Sokolsky, I Lee
arXiv preprint arXiv:2302.11019, 2023
52023
Constriction for sets of probabilities
M Caprio, T Seidenfeld
International Symposium on Imprecise Probability: Theories and Applications …, 2023
52023
Turnpike in infinite dimension
P Leonetti, M Caprio
Canadian Mathematical Bulletin 65 (2), 416-430, 2022
52022
DC4L: Distribution shift recovery via data-driven control for deep learning models
V Lin, KJ Jang, S Dutta, M Caprio, O Sokolsky, I Lee
6th Annual Learning for Dynamics & Control Conference, 1526-1538, 2024
42024
Credal learning theory
M Caprio, M Sultana, E Elia, F Cuzzolin
arXiv preprint arXiv:2402.00957, 2024
42024
Concerning three classes of non-Diophantine arithmetics
M Caprio, A Aveni, S Mukherjee
Involve, a Journal of Mathematics 15 (5), 763-774, 2023
4*2023
Concentration inequalities and optimal number of layers for stochastic deep neural networks
M Caprio, S Mukherjee
IEEE Access 11, 38458-38470, 2023
32023
Imprecise Markov Semigroups and their Ergodicity
M Caprio
arXiv preprint arXiv:2405.00081, 2024
22024
Conformalized credal regions for classification with ambiguous ground truth
M Caprio, D Stutz, S Li, A Doucet
arXiv preprint arXiv:2411.04852, 2024
12024
Refined Pinsker’s and reverse Pinsker’s inequalities for probability distributions of different dimensions
M Caprio
IEEE Access 10, 116425-116431, 2022
12022
Finite admixture models: a bridge with stochastic geometry and Choquet theory
M Caprio, S Mukherjee
arXiv preprint arXiv:2002.08409, 2020
12020
Optimal Transport for -Contaminated Credal Sets
M Caprio
arXiv preprint arXiv:2410.03267, 2024
2024
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