Piersilvio De Bartolomeis
5 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(6)
Conferences
AISTATS (1)
ICLR (1)
JMLR (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
convex reinforcement learning
(2)
finite trial
(2)
state distribution
(2)
lower bound
(1)
empirical distribution
(1)
randomized trial
(1)
unobserved confounding
(1)
statistical test
(1)
precision medicine
(1)
non-markovian policy
(1)
risk-averse reinforcement learning
(1)
causal inference
(1)
empirical state distribution
(1)
optimal policy
(1)
approximation error
(1)
Papers
Doubly robust identification of treatment effects from multiple environments
ICLR 2025
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials
AISTATS 2024
Detecting critical treatment effect bias in small subgroups
UAI 2024
Convex Reinforcement Learning in Finite Trials
JMLR 2023
Challenging Common Assumptions in Convex Reinforcement Learning
NIPS 2022