Minimizers of the Empirical Risk and Risk Monotonicity.

Marco Loog Tom J. Viering Alexander Mey

Published in: CoRR (2019)

Keyphrases

empirical risk
loss function
risk minimization
decision function
uniform convergence
fixed number
prediction error
ridge regression
sufficient conditions
majority vote
convex optimization problems
support vector
convex optimization
finite dimensional
least squares
logistic regression