Andrea Pugnana
6 papers · 2023–2025 · 2 conferences · across top CS/AI conferences
Achievements
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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)
reject option
(2)
trustworthy ai
(2)
binary classification
(2)
confidence calibration
(1)
roc curve
(1)
area under curve
(1)
quantile estimation
(1)
confidence scoring
(1)
fairness metric
(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)
dynamic model selection
(1)
model rejection
(1)
Papers
Things Machine Learning Models Know That They Donβt Know
AAAI 2025
A Causal Framework for Evaluating Deferring Systems
AISTATS 2025
A Model-Agnostic Heuristics for Selective Classification
AAAI 2023
Can We Trust Fair-AI?
AAAI 2023
Topics in Selective Classification
AAAI 2023
AUC-based Selective Classification
AISTATS 2023