Andrea Pugnana
6 papers
· 2023–2025
· 2 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π
Conference Polyglot
(2)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(14)
π§
Keyword Pioneer
β
The Questioner
Conferences
AAAI (4)
AISTATS (2)
Top co-authors
Keywords
selective classification
(3)
trustworthy ai
(2)
reject option
(2)
binary classification
(2)
confidence calibration
(1)
roc curve
(1)
area under curve
(1)
quantile estimation
(1)
confidence scoring
(1)
out-of-distribution detection
(1)
binary classifier
(1)
uncertainty estimation
(1)
learning to defer
(1)
area under the roc curve
(1)
predictive model
(1)
uncertain prediction
(1)
model-agnostic algorithm
(1)
fairness metrics
(1)
dynamic model selection
(1)
model rejection
(1)
Papers
A Causal Framework for Evaluating Deferring Systems
AISTATS 2025
Can We Trust Fair-AI?
AAAI 2023
Topics in Selective Classification
AAAI 2023
AUC-based Selective Classification
AISTATS 2023