Yuanjia Wang
6 papers · 2016–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (8) π Cross-Pollinator (8) π Renaissance Researcher (5)
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Interdisciplinary Bridge
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(14)
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Trend Setter
Conferences
JMLR (2)
NIPS (2)
AISTATS (1)
MLHC (1)
Top co-authors
Research topics
Keywords
support vector machine
(2)
representation learning
(1)
sequential decision-making
(1)
value function
(1)
survival analysis
(1)
varying-coefficient models
(1)
surrogate loss
(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)
heterogeneous treatment effect
(1)
precision medicine
(1)
hazard function
(1)
treatment policy
(1)
fusion penalty
(1)
misclassification rate
(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
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