Yangyi Lu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Generalized Linear

Directed Acyclic

Causal Knowledge

Policy Evaluation

Top Venues

Publications

Chinmaya Kausik, Yangyi Lu, Kevin Tan, Maggie Makar, Yixin Wang, Ambuj Tewari
Offline Policy Evaluation and Optimization Under Confounding. AISTATS (2024)
Kevin Tan, Yangyi Lu, Chinmaya Kausik, Yixin Wang, Ambuj Tewari
Offline Policy Evaluation and Optimization under Confounding. CoRR (2022)
Yangyi Lu, Amirhossein Meisami, Ambuj Tewari
Efficient Reinforcement Learning with Prior Causal Knowledge. CLeaR (2022)
Yangyi Lu, Ziping Xu, Ambuj Tewari
Bandit Algorithms for Precision Medicine. CoRR (2021)
Yangyi Lu, Amirhossein Meisami, Ambuj Tewari
Causal Bandits with Unknown Graph Structure. NeurIPS (2021)
Yangyi Lu, Amirhossein Meisami, Ambuj Tewari
Low-Rank Generalized Linear Bandit Problems. AISTATS (2021)
Yangyi Lu, Amirhossein Meisami, Ambuj Tewari
Causal Markov Decision Processes: Learning Good Interventions Efficiently. CoRR (2021)
Yangyi Lu, Amirhossein Meisami, Ambuj Tewari
Causal Bandits with Unknown Graph Structure. CoRR (2021)
Yangyi Lu, Amirhossein Meisami, Ambuj Tewari, William Yan
Regret Analysis of Bandit Problems with Causal Background Knowledge. UAI (2020)
Yangyi Lu, Amirhossein Meisami, Ambuj Tewari
Low-Rank Generalized Linear Bandit Problems. CoRR (2020)
Yangyi Lu, Amirhossein Meisami, Ambuj Tewari, Zhenyu Yan
Regret Analysis of Causal Bandit Problems. CoRR (2019)