Salvatore Ruggieri
10 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Conference Pioneer
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(55)
Venues
Top co-authors
Research topics
Keywords
causal inference
(3)
feature selection
(2)
binary classification
(2)
selective classification
(2)
reject option
(2)
decision tree
(2)
sequential backward elimination
(2)
epistemic uncertainty
(1)
uncertainty quantification
(1)
model selection
(1)
roc curve
(1)
time series
(1)
area under curve
(1)
fairness metric
(1)
explainable ai
(1)
causal effect
(1)
dynamical system
(1)
greedy algorithm
(1)
quantile estimation
(1)
confidence calibration
(1)
Papers
A Causal Framework for Evaluating Deferring Systems
AISTATS 2025
A Practical Approach to Causal Inference over Time
AAAI 2025
Things Machine Learning Models Know That They Donβt Know
AAAI 2025
A Model-Agnostic Heuristics for Selective Classification
AAAI 2023
AUC-based Selective Classification
AISTATS 2023
Can We Trust Fair-AI?
AAAI 2023
Complete Search for Feature Selection in Decision Trees
JMLR 2019
Meaningful Explanations of Black Box AI Decision Systems
AAAI 2019
Enumerating Distinct Decision Trees
ICML 2017
Learning from Polyhedral Sets
IJCAI 2013