Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits.

Jack Parker-Holder Vu Nguyen Stephen J. Roberts

Published in: NeurIPS (2020)

Keyphrases

real time
online learning
optimization algorithm
particle swarm optimization
global optimization
optimization problems
optimization methods
data sets
learning environment
worst case
simulated annealing
computationally efficient