Jacob M. Chen
4 papers · 2023–2026 · 2 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
causal inference
(3)
confounding bia
(2)
model evaluation
(1)
causal effect
(1)
inverse probability weighting
(1)
partial identification
(1)
randomized controlled trial
(1)
randomized control trial
(1)
missing data
(1)
proximal causal inference
(1)
decision support
(1)
monotonicity assumption
(1)
clinical text
(1)
zero-shot prediction
(1)
text-based proxy
(1)
proximal g-formula
(1)
causal validation
(1)
counterfactual correctness
(1)
decision making
(1)
Papers
Bounding the Causal Impact of ML-assisted Decision-Making via Counterfactual Correctness
UAI 2026
Just Trial Once: Ongoing Causal Validation of Machine Learning Models
UAI 2025
Proximal Causal Inference With Text Data
NeurIPS 2024
Causal inference with outcome-dependent missingness and self-censoring
UAI 2023