Finite-sample expansions for the optimal error probability in asymmetric binary hypothesis testing.

Valentinian Lungu Ioannis Kontoyiannis

Published in: CoRR (2024)

Keyphrases

hypothesis testing
error probability
finite sample
sample size
upper bound
statistical tests
optimal solution
statistical learning theory
uniform convergence
worst case
objective function
nearest neighbor
generalization error
learning algorithm
active learning
theoretical analysis