Francesco Quinzan
5 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
approximation algorithm
(2)
feature selection
(2)
combinatorial optimization
(2)
submodular function
(2)
greedy algorithm
(2)
submodular maximization
(1)
causal effect
(1)
high-dimensional data
(1)
approximation guarantee
(1)
fairness constraint
(1)
bias reduction
(1)
doubly robust estimator
(1)
nonlinear system
(1)
matroid constraint
(1)
instrumental variable
(1)
double machine learning
(1)
causal feature selection
(1)
doubly robust
(1)
partition matroid
(1)
nonlinear setting
(1)
Papers
Learning Decision Policies with Instrumental Variables through Double Machine Learning
ICML 2024
DRCFS: Doubly Robust Causal Feature Selection
ICML 2023
Fast Feature Selection with Fairness Constraints
AISTATS 2023
Adaptive Sampling for Fast Constrained Maximization of Submodular Functions
AISTATS 2021
Greedy Maximization of Functions with Bounded Curvature under Partition Matroid Constraints
AAAI 2019