The Lovász Hinge: A Novel Convex Surrogate for Submodular Losses.

Jiaqian Yu Matthew B. Blaschko

Published in: IEEE Trans. Pattern Anal. Mach. Intell. (2020)

Keyphrases

greedy algorithm
objective function
convex optimization
convex hull
piecewise linear
globally optimal
quadratic function
convex sets
convex programming
active power
neural network
strictly convex
risk minimization
finite dimensional
energy minimization
lower bound
case study
learning algorithm