Uniform Convergence of Gradients for Non-Convex Learning and Optimization.

Dylan J. Foster Ayush Sekhari Karthik Sridharan

Published in: CoRR (2018)

Keyphrases

uniform convergence
learning process
risk minimization
reinforcement learning
active learning
supervised learning
distribution free
learning algorithm
statistical learning