Lyapunov Functions for First-Order Methods: Tight Automated Convergence Guarantees.

Adrien Taylor Bryan Van Scoy Laurent Lessard

Published in: ICML (2018)

Keyphrases

significant improvement
benchmark datasets
preprocessing
machine learning methods
theoretical guarantees
machine learning
feature selection
decision trees
machine learning algorithms
control algorithm
iterative algorithms