Generalization Guarantees for Neural Networks via Harnessing the Low-rank Structure of the Jacobian.
Samet OymakZalan FabianMingchen LiMahdi SoltanolkotabiPublished in: CoRR (2019)
Keyphrases
- natural images
- low rank
- neural network
- singular value decomposition
- matrix factorization
- linear combination
- low rank matrix
- convex optimization
- matrix completion
- rank minimization
- missing data
- semi supervised
- matrix decomposition
- high dimensional data
- kernel matrix
- pattern recognition
- robust principal component analysis
- total variation
- high order
- small number
- high dimensional
- learning algorithm