Adversarial Networks and Autoencoders: The Primal-Dual Relationship and Generalization Bounds.
Hisham HusainRichard NockRobert C. WilliamsonPublished in: CoRR (2019)
Keyphrases
- primal dual
- generalization bounds
- linear programming
- data dependent
- learning theory
- interior point methods
- convex optimization
- approximation algorithms
- linear program
- generalization ability
- convergence rate
- algorithm for linear programming
- linear classifiers
- denoising
- model selection
- statistical learning theory
- ranking functions
- ranking algorithm
- learning problems
- vc dimension
- special case
- feature extraction
- wavelet transform
- convex optimization problems