Online Learning of Assignments that Maximize Submodular Functions

Daniel Golovin Andreas Krause Matthew J. Streeter

Published in: CoRR (2009)

Keyphrases

online learning
submodular functions
greedy algorithm
facility location problem
e learning
energy function
diminishing returns
objective function
active learning
combinatorial optimization
markov random field
convex optimization
search algorithm
cost function
image restoration