# Sparse and Compressive Sensing Techniques

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/sparse-and-compressive-sensing-techniques-2/

## Facts

| Field | Value |
| --- | --- |
| Citations | 1,334,366 |
| Description | This cluster of papers focuses on the theory and applications of compressed sensing, including sparse representation, signal recovery, convex optimization, matrix completion, dictionary learning, orthogonal matching pursuit, robust reconstruction, and sparsity in signal processing. |
| Domain | Physical Sciences |
| Field | Engineering |
| OpenAlex ID | https://openalex.org/T10500 |
| Works | 57,884 |

## Topic researchers

Showing 12 of 20.

- [Yoshua Bengio](https://scholariq.org/researchers/yoshua-bengio/)
- [Robert Tibshirani](https://scholariq.org/researchers/robert-tibshirani/)
- [Karl Friston](https://scholariq.org/researchers/karl-friston/)
- [Trevor Hastie](https://scholariq.org/researchers/trevor-hastie/)
- [Andrew Zisserman](https://scholariq.org/researchers/andrew-zisserman/)
- [Yann LeCun](https://scholariq.org/researchers/yann-lecun/)
- [Vladimir Vapnik](https://scholariq.org/researchers/vladimir-vapnik/)
- [Jerome H. Friedman](https://scholariq.org/researchers/jerome-h-friedman/)
- [Trevor Darrell](https://scholariq.org/researchers/trevor-darrell/)
- [David A. Kenny](https://scholariq.org/researchers/david-a-kenny/)
- [Anders M. Dale](https://scholariq.org/researchers/anders-m-dale/)
- [Michael I. Jordan](https://scholariq.org/researchers/michael-i-jordan/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.