Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors.
Jorio CocolaPaul HandVladislav VoroninskiPublished in: NeurIPS (2020)
Keyphrases
- sufficient conditions
- generative model
- data driven
- bayesian framework
- prior knowledge
- machine learning
- data sets
- recovery algorithm
- coefficient matrix
- discriminative learning
- covariance matrix
- singular value decomposition
- low rank
- discriminative methods
- unsupervised learning
- low dimensional
- bayesian networks
- image sequences