Submodular Maximization via Gradient Ascent: The Case of Deep Submodular Functions.

Wenruo Bai William Stafford Noble Jeff A. Bilmes

Published in: NeurIPS (2018)

Keyphrases

submodular functions
gradient ascent
greedy algorithm
objective function
facility location problem
energy function
cross entropy
combinatorial optimization
neural network
machine learning
pairwise
search space
sample size
learning problems