Generalized Chernoff Sampling for Active Learning and Structured Bandit Algorithms.

Subhojyoti Mukherjee Ardhendu Tripathy Robert D. Nowak

Published in: CoRR (2020)

Keyphrases

active learning
random sampling
learning algorithm
theoretical analysis
optimization problems
data sets
feature space
worst case
computationally efficient
benchmark datasets
learning strategies
monte carlo
sampling algorithm
sampling strategies
uniform sampling
sampling theorem