Accelerated Algorithms for Convex and Non-Convex Optimization on Manifolds.
Lizhen LinBayan SaparbayevaMichael Minyi ZhangDavid B. DunsonPublished in: CoRR (2020)
Keyphrases
- convex optimization
- convex optimization problems
- interior point
- low rank
- interior point methods
- convex sets
- convex programming
- optimization problems
- primal dual
- convex relaxation
- convex constraints
- online convex optimization
- operator splitting
- alternating direction method of multipliers
- convex formulation
- norm minimization
- quadratic program
- feature space
- augmented lagrangian
- learning algorithm