Donglin Zeng
9 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (8)
🌍
Conference Polyglot
(3)
🏃
Academic Marathon
(9)
🐝
Cross-Pollinator
(8)
🏆
Keyword Champion
(2)
📈
Trend Setter
🔥
Unstoppable
(6)
Conferences
JMLR (5)
NIPS (3)
AISTATS (1)
Top co-authors
Research topics
Keywords
individualized treatment rule
(4)
precision medicine
(3)
treatment effect
(3)
support vector machine
(3)
value function
(2)
causal inference
(2)
variable selection
(2)
contextual bandit
(1)
surrogate loss
(1)
policy learning
(1)
supervised clustering
(1)
varying-coefficient models
(1)
convex optimization
(1)
survival analysis
(1)
risk constraint
(1)
inverse probability weighting
(1)
electronic health record
(1)
risk assessment
(1)
multi-class classification
(1)
sequential decision-making
(1)
Papers
Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection
JMLR 2025
Fusing Individualized Treatment Rules Using Secondary Outcomes
AISTATS 2024
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls
JMLR 2024
Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments
JMLR 2023
Non-asymptotic Properties of Individualized Treatment Rules from Sequentially Rule-Adaptive Trials
JMLR 2022
Learning Individualized Treatment Rules with Many Treatments: A Supervised Clustering Approach Using Adaptive Fusion
NIPS 2022
Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model
NIPS 2021
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment
NIPS 2020
Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes
JMLR 2016