Simple, efficient, and neural algorithms for sparse coding
Sparse coding is a basic task in many fields including signal processing, neuroscience and machine learning where the goal is to learn a basis that enables a sparse representation of a given set of data, if one exists. Its standard formulation is as a non-convex optimization problem which is solved...
| Main Authors: | , , , |
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| Format: | Article |
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Proceedings of Machine Learning Research
2018
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| Online Access: | http://hdl.handle.net/1721.1/115969 https://orcid.org/0000-0001-7047-0495 |