Ph.D. Candidate in StatisticsI am currently a Ph.D. student in Statistics at National University of Singapore, advised by Prof. Wanjie Wang. I previously earned my Master of Science in Statistics at National University of Singapore, mentored by Prof. Yifan Cui. I hold a Bachelor of Science in Statistical Science from the Chinese University of Hong Kong, Shenzhen.
My research interests cover personalized decision-making, statistical network analysis, high-dimensional statistics and causal inference. These areas are closely connected to current advances in artificial intelligence like reinforcement learning (RL), and large language models (LLMs), as well as medical, social and business applications, such as precision medicine, community detection, policy learning and pricing.
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Optimal Network-Guided Covariate Selection for High-Dimensional Data Integration
Tao Shen, Wanjie Wang# (# corresponding author)
Under review
Optimal Network-Guided Covariate Selection for High-Dimensional Data Integration
Tao Shen, Wanjie Wang# (# corresponding author)
Under review
Statistical Reinforcement Learning and Dynamic Treatment Regimes
Tao Shen, Yifan Cui# (# corresponding author)
Statistics in Precision Health: Theory, Methods and Applications
Statistical Reinforcement Learning and Dynamic Treatment Regimes
Tao Shen, Yifan Cui# (# corresponding author)
Statistics in Precision Health: Theory, Methods and Applications
Optimal Treatment Regimes for Proximal Causal Learning
Tao Shen, Yifan Cui# (# corresponding author)
Advances in Neural Information Processing Systems (NeurIPS)
Optimal Treatment Regimes for Proximal Causal Learning
Tao Shen, Yifan Cui# (# corresponding author)
Advances in Neural Information Processing Systems (NeurIPS)