Lower Bounds on the Error Probability for Invariant Causal Prediction.

Austin Goddard Yu Xiang Ilya Soloveychik

Published in: MLSP (2022)

Keyphrases

error probability
upper bound
lower bound
prediction accuracy
upper and lower bounds
worst case
lower and upper bounds
objective function
least squares
sample size
vc dimension
error criterion
prediction model
generalization error
sample complexity