The Risks of Invariant Risk Minimization.

Elan Rosenfeld Pradeep Ravikumar Andrej Risteski

Published in: CoRR (2020)

Keyphrases

risk minimization
loss function
empirical risk
line search
uniform convergence
hinge loss
decision making
generalization error
risk management
affine transformation
binary classification
risk assessment
cross validation
upper bound
lower bound
machine learning
multi category