A Future of Abundant Sparsity: Novel Use and Analysis of Sparse Coding in Machine Learning Applications

We present novel applications and analysis of the use of sparse coding within the con- text of machine learning. We first present Sparse Coding Trees (SC-trees), a sparse coding-based framework for resolving classification conflicts, which occur when different classes are mapped to similar feature r...

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Bibliographic Details
Main Author: Comiter, Marcus Zachary
Format: Others
Language:en
Published: Harvard University 2015
Subjects:
Online Access:http://nrs.harvard.edu/urn-3:HUL.InstRepos:17417575