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A Simple and General Debiased Machine Learning Theorem with Finite
  Sample Guarantees

A Simple and General Debiased Machine Learning Theorem with Finite Sample Guarantees

31 May 2021
Victor Chernozhukov
Whitney Newey
Rahul Singh
    FedML
ArXivPDFHTML

Papers citing "A Simple and General Debiased Machine Learning Theorem with Finite Sample Guarantees"

3 / 3 papers shown
Title
Learning High-dimensional Gaussians from Censored Data
Learning High-dimensional Gaussians from Censored Data
Arnab Bhattacharyya
C. Daskalakis
Themis Gouleakis
Yuhao Wang
31
0
0
28 Apr 2025
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation
Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation
Jikai Jin
Vasilis Syrgkanis
CML
67
1
0
22 Feb 2024
Cross-Prediction-Powered Inference
Cross-Prediction-Powered Inference
Tijana Zrnic
Emmanuel J. Candès
43
23
0
28 Sep 2023
1