Convex and Non-convex Optimization Under Generalized Smoothness.
Haochuan LiJian QianYi TianAlexander RakhlinAli JadbabaiePublished in: NeurIPS (2023)
Keyphrases
- convex optimization
- convex relaxation
- convex optimization problems
- interior point methods
- convex programming
- convex formulation
- convex sets
- convex constraints
- total variation
- primal dual
- low rank
- norm minimization
- operator splitting
- cost function
- basis pursuit
- augmented lagrangian
- finite dimensional
- semidefinite program
- alternating direction method of multipliers
- pairwise
- optimization problems