A Convex Upper Bound on the Log-Partition Function for Binary Distributions.

Laurent El Ghaoui Assane Gueye

Published in: NIPS (2008)

Keyphrases

upper bound
partition function
lower bound
upper and lower bounds
worst case
probability distribution
convex hull
generalization error
sample size
convex optimization
random variables
objective function
free energy
monte carlo
lower and upper bounds