Michael R. Kosorok
Scholar

Michael R. Kosorok

Google Scholar ID: OXi5o3oAAAAJ
W.R. Kenan, Jr. Distinguished Professor of Biostatistics, University of North Carolina
BiostatisticsMachine learningArtificial IntelligencePrecision HealthEmpirical Processes
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Citations & Impact
All-time
Citations
8,443
 
H-index
41
 
i10-index
141
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
5 items
Provable Offline Reinforcement Learning for Structured Cyclic MDPs
2026
Cited
0
Distributional Random Forests for Complex Survey Designs on Reproducing Kernel Hilbert Spaces
2025
Cited
0
Linear Regression Using Hilbert-Space-Valued Covariates with Unknown Reproducing Kernel
2025
Cited
0
Medical Knowledge Integration into Reinforcement Learning Algorithms for Dynamic Treatment Regimes
2024
Cited
1
A Flexible Framework for Incorporating Patient Preferences Into Q-Learning
arXiv.org · 2023
Cited
1
Resume (English only)
Education
  • Ph.D., University of Washington, 1991
Background
  • W.R. Kenan, Jr. Distinguished Professor, Department of Biostatistics; Professor, Department of Statistics and Operations Research; Director, Precision Health and Artificial Intelligence Research (PHAIR) Lab; and Director, Center for Artificial Intelligence and Public Health.
Miscellany
  • Music
Co-authors
0 total
Co-authors: 0 (list not available)