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

Victor Chernozhukov Whitney K. Newey Rahul Singh

Published in: CoRR (2021)

Keyphrases

finite sample
machine learning
special case
statistical learning theory
uniform convergence
sample size
data mining
theoretical framework
pattern recognition
text classification
machine learning methods
pairwise
support vector machine
unsupervised learning
error bounds