Yifan Cui

proxy variable (2) causal inference (2) offline reinforcement learning (1) value function (1) kernel regression (1) machine learning (1) observational datum (1) proximal causal inference (1) conditional average treatment effect (1) instrumental variable (1) average treatment effect (1) treatment regime (1) multiply robust estimation (1) unmeasured confounding (1) optimal treatment regime (1) oracle bound (1) confounding bridge (1) pessimistic model selection (1) deep reinforcement learning (1)