Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors.
Zhaoqiang LiuSelwyn GomesAvtansh TiwariJonathan ScarlettPublished in: CoRR (2020)
Keyphrases
- compressive sensing
- random projections
- dimensionality reduction
- sparse representation
- generative model
- signal processing
- bayesian framework
- image representation
- low dimensional
- unsupervised learning
- sample complexity
- high dimensional data
- data sets
- model selection
- euclidean space
- object recognition
- pattern recognition
- image segmentation