Whitney Newey
3 papers · 2022–2023 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
penalized minimax estimator
(2)
causal inference
(2)
nonparametric estimation
(1)
convergence rate
(1)
asymptotic normality
(1)
instrumental variable regression
(1)
treatment effect
(1)
source condition
(1)
proximal causal inference
(1)
minimax estimator
(1)
random forest
(1)
instrumental variable
(1)
conditional moment restriction
(1)
debiased estimator
(1)
nuisance function
(1)
debiased machine learning
(1)
riesz representer
(1)
neural network
(1)
l2 convergence
(1)
root-n rate
(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