Generalization bounds and algorithms for estimating conditional average treatment effect of dosage.

Alexis Bellot Anish Dhir Giulia Prando

Published in: CoRR (2022)

Keyphrases

generalization bounds
data dependent
learning algorithm
benchmark datasets
learning theory
generalization ability
training data
computational complexity
theoretical analysis
active learning
vc dimension
statistical learning theory