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Jonathan Le Roux

3 papers here

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

author position
  • middle author3

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

fields
  • cs.LG1
  • cs.SD1
  • stat.ML1
ORCID 0000-0002-3451-171X
same name
  • Jonathan Le Roux — 24 papers, h 47
  • Jonathan Le Roux — 14 papers, h 19
  • Jonathan Le Roux — 5 papers
  • Jonathan Le Roux — 3 papers, h 5

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
20142024
most citedDeep Unfolding: Model-Based Inspiration of Novel Deep Architectures

255 citations · 366 across the 3 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2016★ 111 cited

Full-Capacity Unitary Recurrent Neural Networks

Scott Wisdom, Thomas Powers, John R. Hershey +2

Recurrent neural networks are powerful models for processing sequential data, but they are generally plagued by vanishing and exploding gradient problems. Unitary recurrent neural…

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