Andrew Ying
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
inverse probability weighting
(2)
causal effect
(2)
influence function
(1)
doubly robust estimator
(1)
causal identification
(1)
proximal causal inference
(1)
kernel machine learning
(1)
treatment regime
(1)
doubly robust
(1)
longitudinal study
(1)
measure theory
(1)
g-computation
(1)
joint pain
(1)
methotrexate
(1)
rheumatoid arthritis
(1)
time to treatment initialization
(1)
functional longitudinal data
(1)
net convergence
(1)
causal effect estimation
(1)
stochastic process theory
(1)
Papers
Causal Identification for Complex Functional Longitudinal Studies
ICLR 2025
Incremental Causal Effect for Time to Treatment Initialization
ICLR 2025
Causality for Functional Longitudinal Data
CLeaR 2024
Minimax Kernel Machine Learning for a Class of Doubly Robust Functionals with Application to Proximal Causal Inference
AISTATS 2022