Adversarial robustness via robust low rank representations.
Pranjal AwasthiHimanshu JainAnkit Singh RawatAravindan VijayaraghavanPublished in: CoRR (2020)
Keyphrases
- low rank
- rank minimization
- robust principal component analysis
- low rank matrix
- low rank representation
- low rank subspace
- linear combination
- matrix factorization
- missing data
- convex optimization
- singular value decomposition
- semi supervised
- kernel matrix
- high dimensional data
- matrix completion
- matrix decomposition
- trace norm
- high order
- low rank matrices
- minimization problems
- pairwise
- non rigid structure from motion
- low dimensional
- computer vision
- decision trees
- knn
- approximation methods
- data matrix
- small number