FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms.

Henry B. Moss Andrew Moore David S. Leslie Paul Rayson

Published in: CoRR (2019)

Keyphrases

significant improvement
probabilistic model
optimization problems
recently developed
machine learning algorithms
learning algorithm

complex systems
adaptive algorithms
discrete data
free parameters
linear models
learning models

experimental data
prior knowledge
machine learning
computational efficiency
computationally efficient
computational cost

graph theory
learned models
computational complexity
data structure
reinforcement learning
upper confidence bound