Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent.

Pratik Patil Yuchen Wu Ryan J. Tibshirani

Published in: AISTATS (2024)

Keyphrases

cross validation
model selection
hyperparameters
variable selection
support vector
generalization error
regularization parameter
regression problems
training set
cross validated
loss function
objective function
decision trees
incremental learning
ls svm
unseen data
information criterion
neural network