Daiqi Gao
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
individualized treatment rule
(2)
causal inference
(2)
variable selection
(1)
policy learning
(1)
markov decision process
(1)
value function
(1)
surrogate loss
(1)
contextual bandit
(1)
inverse probability weighting
(1)
surrogate loss function
(1)
precision medicine
(1)
dynamic treatment regime
(1)
fusion penalty
(1)
misclassification rate
(1)
mobile health
(1)
causal directed acyclic graph
(1)
adaptive trial
(1)
bayesian sufficient statistic
(1)
reinforcement learning
(1)
Papers
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection
JMLR 2025
Harnessing Causality in Reinforcement Learning with Bagged Decision Times
AISTATS 2025
Fusing Individualized Treatment Rules Using Secondary Outcomes
AISTATS 2024
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials
JMLR 2022