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researcher

G. Sapiro

97 papers hereh-index 10565k citations636 works total

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

author position
  • middle author37
  • last author57

Across the 94 of 97 papers where every author was matched, so the position is known.

fields
  • cs.CV47
  • cs.LG18
  • stat.ML13
  • cs.IT6
  • math.NA2
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20082023
most citedThe Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices

2.2k citations · 5.4k across the 90 of their papers we have counts for

collaborators
Showing 2009Show all

1 paper · 1 filter

stat.ML2009★ 8 cited

Online Learning for Matrix Factorization and Sparse Coding

Julien Mairal, Francis Bach, Jean Ponce +1

Sparse coding--that is, modelling data vectors as sparse linear combinations of basis elements--is widely used in machine learning, neuroscience, signal processing, and statistics.…

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