Scholar

Michele Caprio

Google Scholar ID: 6rngqVgAAAAJ

Lecturer (Asst. Prof.), The University of Manchester

Imprecise ProbabilityApplied ProbabilityArtificial IntelligenceStatistical Theory

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Citations & Impact

All-time

Citations

268

H-index

9

i10-index

9

Publications

20

Co-authors

20

list available

Contact

CVOpen ↗TwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗

Publications

21 items

Quantification of Credal Uncertainty: A Distance-Based Approach

2026

Cited

0

Verbalizing LLM's Higher-order Uncertainty via Imprecise Probabilities

2026

Cited

0

CREDO: Epistemic-Aware Conformalized Credal Envelopes for Regression

2026

Cited

0

Robust Predictive Uncertainty and Double Descent in Contaminated Bayesian Random Features

2026

Cited

0

Bayesian Conformal Prediction as a Decision Risk Problem

2026

Cited

0

Quantifying Epistemic Predictive Uncertainty in Conformal Prediction

2026

Cited

0

Bulk-Calibrated Credal Ambiguity Sets: Fast, Tractable Decision Making under Out-of-Sample Contamination

2026

Cited

0

Credal and Interval Deep Evidential Classifications

2025

Cited

0

Resume (English only)

Academic Achievements

Paper 'Integral Imprecise Probability Metrics' accepted at NeurIPS 2025
Workshop on 'Epistemic Intelligence in Machine Learning' accepted at EurIPS 2025
Recipient of the Aleane Webb Dissertation Research Fellowship
IMS Hannan Travel Award
IJAR Young Researcher Award
IMS New Researchers Travel Award
RAEng Google DeepMind Placements Grant

Co-authors

20 total

Professor, Computer and Information Science, University of Pennsylvania

Souradeep Dutta

University of British Columbia

Eyke Hüllermeier

Professor of Computer Science, Paderborn University

LMU Munich, MCML, relAI Konrad Zuse School

Sayan Mukherjee

Duke Universiy, University of Leipzig, Max Planck Institute for Mathematics in the Sciences

Electrical and Systems Engineering, University of Pennsylvania

University of Pennsylvania