Yuanjia Wang
6 papers · 2016–2024 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Healthcare & Medicine
(4)
Clinical
(4)
Core Methods
(4)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Optimization & Theory
(1)
Statistics
(1)
Keywords
support vector machine
(2)
sequential decision making
(1)
heterogeneous treatment effect
(1)
survival analysis
(1)
varying-coefficient models
(1)
surrogate loss
(1)
value function
(1)
individualized treatment rule
(1)
risk constraint
(1)
electronic health record
(1)
risk assessment
(1)
treatment effect
(1)
surrogate loss function
(1)
latent state
(1)
representation learning
(1)
precision medicine
(1)
hazard function
(1)
treatment policy
(1)
fusion penalty
(1)
causal inference
(1)
Papers
Fusing Individualized Treatment Rules Using Secondary Outcomes
AISTATS 2024
Learning Optimal Dynamic Treatment Regimens Subject to Stagewise Risk Controls
JMLR 2024
Network-Assisted Mediation Analysis with High-Dimensional Neuroimaging Mediators
MLHC 2024
Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model
NeurIPS 2021
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment
NeurIPS 2020
Support Vector Hazards Machine: A Counting Process Framework for Learning Risk Scores for Censored Outcomes
JMLR 2016