Salvatore Ruggieri
10 papers · 2013–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (12) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(20)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
πΊ
Lone Wolf
(3)
π
Conference Pioneer
ποΈ
Keyword Collector
(50)
π
Century Club
(10)
β
The Questioner
Conferences
AAAI (5)
AISTATS (2)
ICML (1)
IJCAI (1)
JMLR (1)
Top co-authors
Keywords
reject option
(2)
feature selection
(2)
causal inference
(2)
selective classification
(2)
binary classification
(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)
local explanation
(1)
explainable ai
(1)
fairness metric
(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
Can We Trust Fair-AI?
AAAI 2023
AUC-based Selective Classification
AISTATS 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