Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors.
Zhaoqiang LiuSelwyn GomesAvtansh TiwariJonathan ScarlettPublished in: ICML (2020)
Keyphrases
- compressive sensing
- random projections
- dimensionality reduction
- sparse representation
- image representation
- generative model
- signal processing
- unsupervised learning
- sample complexity
- bayesian framework
- low dimensional
- decision trees
- high dimensional data
- euclidean space
- high dimensional
- supervised learning
- image features
- original data
- probabilistic model
- image retrieval
- average case