GloptiNets: Scalable Non-Convex Optimization with Certificates.

Gaspard Beugnot Julien Mairal Alessandro Rudi

Published in: CoRR (2023)

Keyphrases

convex optimization
interior point methods
total variation
low rank
primal dual

augmented lagrangian
operator splitting
convex formulation
convex programming
convex relaxation

norm minimization
convex optimization problems
semidefinite program
convex constraints
feature selection

image restoration
denoising
supervised learning
evolutionary algorithm
pairwise