Large deviations bounds for estimating conditional value-at-risk.

Published in: Oper. Res. Lett. (2007)

Keyphrases

large deviations
generalization bounds
importance sampling
queueing systems
heavy tailed
state dependent
markov processes
queue length
asymptotically optimal
data dependent
learning algorithm
mathematical programming
linear classifiers