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Jonathan Le Roux

Mitsubishi Electric Research Labs (MERL)

29 papers hereh-index 4713.3k citations148 works total

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

author position
  • first author1
  • middle author15
  • last author13

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

fields
  • cs.SD13
  • eess.AS5
  • cs.LG4
  • cs.CL3
  • stat.ML2
  • cs.CV1
affiliations
  • Mitsubishi Electric Research Labs (MERL)
Homepage
same name
  • Jonathan Le Roux — 41 papers, h 19
  • Jonathan Le Roux — 26 papers, h 5
  • Jonathan Le Roux — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20132020
most citedDeep Unfolding: Model-Based Inspiration of Novel Deep Architectures

255 citations · 649 across the 19 of their papers we have counts for

collaborators
Showing 2013Show all

1 paper · 1 filter

cs.LG2013★ 15 cited

Block Coordinate Descent for Sparse NMF

Vamsi K. Potluru, Sergey M. Plis, Jonathan Le Roux +3

Nonnegative matrix factorization (NMF) has become a ubiquitous tool for data analysis. An important variant is the sparse NMF problem which arises when we explicitly require the le…

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