Whitney Newey
3 papers · 2022–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(14)
Conferences
COLT (2)
ICML (1)
Top co-authors
Keywords
causal inference
(2)
function approximation
(1)
nonparametric estimation
(1)
asymptotic normality
(1)
instrumental variable regression
(1)
treatment effect
(1)
source condition
(1)
minimax estimator
(1)
random forest
(1)
instrumental variable
(1)
nuisance function
(1)
debiased machine learning
(1)
riesz representer
(1)
neural network
(1)
l2 convergence
(1)
root-n rate
(1)
debiasing estimator
(1)
Papers
Inference on Strongly Identified Functionals of Weakly Identified Functions
COLT 2023
Minimax Instrumental Variable Regression and $L_2$ Convergence Guarantees without Identification or Closedness
COLT 2023
RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests
ICML 2022