2023
Stage-Aware Learning for Dynamic Treatments.
CoRR, 2023

Stackelberg Batch Policy Learning.
CoRR, 2023

A Model-Agnostic Graph Neural Network for Integrating Local and Global Information.
CoRR, 2023

Distributional Shift-Aware Off-Policy Interval Estimation: A Unified Error Quantification Framework.
CoRR, 2023

Quasi-optimal Learning with Continuous Treatments.
CoRR, 2023

Bi-Level Offline Policy Optimization with Limited Exploration.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Quasi-optimal Reinforcement Learning with Continuous Actions.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2019
orthoDr: Semiparametric Dimension Reduction via Orthogonality Constrained Optimization.
R J., 2019