Edward Kennedy
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (10) π£ Hot Topic Early Bird
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
doubly robust
(3)
causal inference
(3)
treatment effect
(2)
policy learning
(1)
experimental design
(1)
variance reduction
(1)
nonparametric inference
(1)
variance
(1)
asymptotic normality
(1)
counterfactual prediction
(1)
selection bia
(1)
doubly robust estimator
(1)
observational data
(1)
budget constraint
(1)
conditional average treatment effect
(1)
distributional treatment effect
(1)
normalizing constant
(1)
inverse propensity weighting
(1)
doubly robust estimation
(1)
treatment allocation
(1)
Papers
Learning Who to Treat When Treatment is Missing
UAI 2026
Dependent Randomized Rounding for Budget Constrained Experimental Design
UAI 2025
Continuous Treatment Effects with Surrogate Outcomes
ICML 2024
Counterfactual Density Estimation using Kernel Stein Discrepancies
ICLR 2024
An Efficient Doubly-Robust Test for the Kernel Treatment Effect
NeurIPS 2023
Doubly Robust Counterfactual Classification
NeurIPS 2022
Counterfactual Predictions under Runtime Confounding
NeurIPS 2020