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researcher

G. Obozinski

29 papers hereh-index 338.7k citations90 works total

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

author position
  • first author3
  • middle author17
  • last author8

Across the 28 of 29 papers where every author was matched, so the position is known.

fields
  • stat.ML11
  • cs.LG10
  • math.OC2
  • stat.AP2
  • cond-mat.mtrl-sci1
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20082026
most citedSupport union recovery in high-dimensional multivariate regression

364 citations · 1.8k across the 27 of their papers we have counts for

collaborators
Showing 2009Show all

1 paper · 1 filter

stat.ML2009★ 295 cited

Structured Sparse Principal Component Analysis

Rodolphe Jenatton, Guillaume Obozinski, Francis Bach

We present an extension of sparse PCA, or sparse dictionary learning, where the sparsity patterns of all dictionary elements are structured and constrained to belong to a prespecif…

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