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researcher

Guillermo Sapiro

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.IT1
  • cs.LG1
ORCID 0000-0001-9190-6964

identity via Semantic Scholar / OpenAlex

most citedSolving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity

25 citations · 40 across the 3 of their papers we have counts for

collaborators
Showing cs.ITShow all

1 paper · 1 filter

cs.IT2010

Collaborative Hierarchical Sparse Modeling

Pablo Sprechmann, Ignacio Ramirez, Guillermo Sapiro +1

Sparse modeling is a powerful framework for data analysis and processing. Traditionally, encoding in this framework is done by solving an l_1-regularized linear regression problem,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.