SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator.
Cong FangChris Junchi LiZhouchen LinTong ZhangPublished in: NeurIPS (2018)
Keyphrases
- convex optimization
- interior point methods
- total variation
- primal dual
- convex relaxation
- low rank
- least squares
- augmented lagrangian
- convex optimization problems
- convex formulation
- convex programming
- image restoration
- maximum likelihood
- face recognition
- norm minimization
- alternating direction method of multipliers
- basis pursuit
- operator splitting
- semi definite programming
- denoising
- motion estimation