2025

Optimal Network-Guided Covariate Selection for High-Dimensional Data Integration
Optimal Network-Guided Covariate Selection for High-Dimensional Data Integration

Tao Shen, Wanjie Wang# (# corresponding author)

Under review

[Paper] [Code]

Optimal Network-Guided Covariate Selection for High-Dimensional Data Integration

Tao Shen, Wanjie Wang# (# corresponding author)

Under review

[Paper] [Code]

2024

Learning Robust Treatment Rules for Censored Data
Learning Robust Treatment Rules for Censored Data

Yifan Cui, Junyi Liu, Tao Shen, Zhengling Qi, Xi Chen# (# corresponding author)

Under review

[Paper]

Learning Robust Treatment Rules for Censored Data

Yifan Cui, Junyi Liu, Tao Shen, Zhengling Qi, Xi Chen# (# corresponding author)

Under review

[Paper]

Statistical Reinforcement Learning and Dynamic Treatment Regimes
Statistical Reinforcement Learning and Dynamic Treatment Regimes

Tao Shen, Yifan Cui# (# corresponding author)

Statistics in Precision Health: Theory, Methods and Applications

[Paper] [Code]

Statistical Reinforcement Learning and Dynamic Treatment Regimes

Tao Shen, Yifan Cui# (# corresponding author)

Statistics in Precision Health: Theory, Methods and Applications

[Paper] [Code]

Optimal Treatment Regimes for Proximal Causal Learning
Optimal Treatment Regimes for Proximal Causal Learning

Tao Shen, Yifan Cui# (# corresponding author)

Advances in Neural Information Processing Systems (NeurIPS)

[Paper] [Code]

Optimal Treatment Regimes for Proximal Causal Learning

Tao Shen, Yifan Cui# (# corresponding author)

Advances in Neural Information Processing Systems (NeurIPS)

[Paper] [Code]