Memory-Efficient Structured Convex Optimization via Extreme Point Sampling.
Nimita ShindeVishnu NarayananJames SaundersonPublished in: SIAM J. Math. Data Sci. (2021)
Keyphrases
- convex optimization
- memory efficient
- interior point methods
- low rank
- primal dual
- convex optimization problems
- convex relaxation
- total variation
- norm minimization
- operator splitting
- convex constraints
- structured prediction
- convex formulation
- feature selection
- image classification
- wavelet transform
- motion estimation
- image segmentation