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Caprio, Michele
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1

A Novel Bayes' Theorem for Upper Probabilities:

, In: Epistemic Uncertainty in Artificial Intelligence; Lecture Notes in Computer Science,
Caprio, Michele ; Sale, Yusuf ; Hüllermeier, Eyke. - p. 1-12 , 2024
Link: https://doi.org/10.1007/..
 
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2

Concentration Inequalities and Optimal Number of Layers for..:

Caprio, Michele ; Mukherjee, Sayan
IEEE Access.  11 (2023)  - p. 38458-38470 , 2023
Link: https://doi.org/10.1109/..
 
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3

Ergodic theorems for dynamic imprecise probability kinemati..:

Caprio, Michele ; Mukherjee, Sayan
International Journal of Approximate Reasoning.  152 (2023)  - p. 325-343 , 2023
Link: https://doi.org/10.1016/..
 
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4

Refined Pinsker's and Reverse Pinsker's Inequalities for Pr..:

Caprio, Michele
IEEE Access.  10 (2022)  - p. 116425-116431 , 2022
Link: https://doi.org/10.1109/..
 
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5

Turnpike in infinite dimension:

Leonetti, Paolo ; Caprio, Michele
Canadian Mathematical Bulletin.  65 (2021)  2 - p. 416-430 , 2021
Link: https://doi.org/10.4153/..
 
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6

Using Semantic Information for Defining and Detecting OOD I..:

Kaur, Ramneet ; Ji, Xiayan ; Dutta, Souradeep...
http://arxiv.org/abs/2302.11019.  , 2023
Link: http://arxiv.org/abs/230..
 
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7

Second-Order Uncertainty Quantification: A Distance-Based A..:

Sale, Yusuf ; Bengs, Viktor ; Caprio, Michele.
http://arxiv.org/abs/2312.00995.  , 2023
Link: http://arxiv.org/abs/231..
 
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8

Imprecise Bayesian Neural Networks:

Caprio, Michele ; Dutta, Souradeep ; Jang, Kuk Jin...
http://arxiv.org/abs/2302.09656.  , 2023
Link: http://arxiv.org/abs/230..
 
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9

Is the Volume of a Credal Set a Good Measure for Epistemic ..:

Sale, Yusuf ; Caprio, Michele ; Hüllermeier, Eyke
http://arxiv.org/abs/2306.09586.  , 2023
Link: http://arxiv.org/abs/230..
 
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10

A Novel Bayes' Theorem for Upper Probabilities:

Caprio, Michele ; Sale, Yusuf ; Hüllermeier, Eyke.
http://arxiv.org/abs/2307.06831.  , 2023
Link: http://arxiv.org/abs/230..
 
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11

Distributionally Robust Statistical Verification with Impre..:

Dutta, Souradeep ; Caprio, Michele ; Lin, Vivian...
http://arxiv.org/abs/2308.14815.  , 2023
Link: http://arxiv.org/abs/230..
 
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12

IBCL: Zero-shot Model Generation for Task Trade-offs in Con..:

Lu, Pengyuan ; Caprio, Michele ; Eaton, Eric.
http://arxiv.org/abs/2305.14782.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

Take Me Home: Reversing Distribution Shifts using Reinforce..:

Lin, Vivian ; Jang, Kuk Jin ; Dutta, Souradeep...
http://arxiv.org/abs/2302.10341.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Constriction for sets of probabilities:

Caprio, Michele ; Seidenfeld, Teddy
http://arxiv.org/abs/2301.05655.  , 2023
Link: http://arxiv.org/abs/230..
 
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15

IBCL: Zero-shot Model Generation for Task Trade-offs in Con..:

Lu, Pengyuan ; Caprio, Michele ; Eaton, Eric.
http://arxiv.org/abs/2310.02995.  , 2023
Link: http://arxiv.org/abs/231..
 
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