Sharp Recovery Bounds for Convex Demixing, with Applications.
Michael B. McCoyJoel A. TroppPublished in: Found. Comput. Math. (2014)
Keyphrases
- convex combinations
- upper bound
- lower bound
- convex optimization
- lower and upper bounds
- convex hull
- error bounds
- image recovery
- convex functions
- upper and lower bounds
- vc dimension
- globally optimal
- lipschitz continuity
- high quality
- risk minimization
- convexity properties
- genetic algorithm
- generalization bounds
- worst case
- machine learning
- piecewise linear
- fixed point
- strictly convex
- dynamic programming
- semi infinite programming