Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation.

Valentyn Melnychuk Dennis Frauen Stefan Feuerriegel

Published in: ICLR (2024)

Keyphrases

upper bound
trade off
worst case
machine learning
genetic algorithm
information systems
image segmentation
object recognition
lower bound
image representation
feature representation
importance sampling
variance reduction