Catalyst Acceleration for First-order Convex Optimization: from Theory to Practice.
Hongzhou LinJulien MairalZaïd HarchaouiPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- convex optimization
- convex optimization problems
- interior point methods
- total variation
- low rank
- primal dual
- convex programming
- higher order
- operator splitting
- convex formulation
- semidefinite programming
- norm minimization
- augmented lagrangian
- denoising
- semi definite programming
- feature extraction
- basis pursuit
- semidefinite program
- image processing