Research interests
- Reinforcement Learning
- Optimization
- Medical decision theory
Selected Presentations
- H.Lei, A.Tewari and S.A.Murphy (2015). "An Actor-Critic Contextual Bandit Algorithm for Personalized Intervention using Mobile Devices" . Poster presentation at From Industrial Statistics to Data Science Conference. Ann Arbor, MI
- H.Lei, A.Tewari and S.A.Murphy (2015). "An Actor-Critic Contextual Bandit Algorithm for Personalized Intervention using Mobile Devices" . Oral presentation at JSM 2015
- H.Lei, A.Tewari and S.A.Murphy (2015). "An Actor-Critic Contextual Bandit Algorithm for Personalized Intervention using Mobile Devices" . Poster presentation at RLDM 2015. Edmonton, Canada
- H.Lei, A.Tewari and S.A.Murphy (2014). "An Actor-Critic Contextual Bandit Algorithm for Personalized Intervention using Mobile Devices" . Poster presentation at NIPS 2014 Workshop: Personalization: Methods and Applications
- H.Lei and S.A.Murphy(2013). "Hypothesis Testing for Personalizing Treatment" . The Michigan Student Symposium for Interdisciplinary Statistical Sciences (MSSISS), Ann Arbor, MI
- H.Lei and S.A.Murphy(2013). "Hypothesis Testing for Personalizing Treatment" . ENAR, Orlando, FL
- H.Lei and S.A Murphy (2011). "Examples of Sequential Multiple Randomized Trials". The Michigan Student Symposium for Interdisciplinary Statistical Sciences (MSSISS), Ann Arbor, MI.
Pulications
- H. Lei, I. Nahum-Shani, K. Lynch, D. Oslin and S.A. Murphy. A SMART Design for Building Individualized Treatment Sequences, The Annual Review of Clinical Psychology (2012)
Working papers
- H.Lei, A.Tewari and S.A.Murphy. "An Actor-Critic Contextual Bandit Algorithm for Personalized Interventions using Mobile Devices" . A preliminary version was presented at poster session of NIPS 2014 Workshop: Personalization: Methods and Applications
© 2014 Huitian Lei