Piersilvio De Bartolomeis
5 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
π
Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(12)
π
Keyword Champion
(2)
Top co-authors
Research topics
Keywords
statistical test
(2)
state distribution
(2)
treatment effect
(2)
randomized trial
(2)
convex reinforcement learning
(2)
finite trial
(2)
causal inference
(2)
unobserved confounding
(1)
causal graph
(1)
precision medicine
(1)
doubly robust estimation
(1)
non-markovian policy
(1)
risk-averse reinforcement learning
(1)
subgroup analysis
(1)
empirical state distribution
(1)
optimal policy
(1)
approximation error
(1)
observational study
(1)
lower bound
(1)
empirical distribution
(1)
Papers
Doubly robust identification of treatment effects from multiple environments
ICLR 2025
Detecting critical treatment effect bias in small subgroups
UAI 2024
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials
AISTATS 2024
Convex Reinforcement Learning in Finite Trials
JMLR 2023
Challenging Common Assumptions in Convex Reinforcement Learning
NeurIPS 2022