Almost surely constrained convex optimization.

Olivier Fercoq Ahmet Alacaoglu Ion Necoara Volkan Cevher

Published in: ICML (2019)

Keyphrases

convex optimization
interior point methods
total variation
low rank
primal dual
convex optimization problems
norm minimization
convex relaxation
convex constraints
convex formulation
augmented lagrangian
image restoration
semidefinite program
operator splitting
image denoising
low rank matrix