Cascaded Algorithm-Selection and Hyper-Parameter Optimization with Extreme-Region Upper Confidence Bound Bandit.

Yi-Qi Hu Yang Yu Jun-Da Liao

Published in: IJCAI (2019)

Keyphrases

upper confidence bound
parameter optimization
contextual bandit
lower bound
k means
optimal solution
optimization algorithm
learning algorithm
similarity measure
objective function
search space
active learning
particle swarm optimization
support vector machine svm
mathematical model
pid controller