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researcher

Sam Buchanan

TTIC

10 papers hereh-index 9345 citations14 works total

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

author position
  • first author3
  • middle author7

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CV3
  • math.OC1
  • stat.ML1
affiliations
  • TTIC
Homepage
same name
  • Sam Buchanan — 4 papers, h 4

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
20182026
most citedWhite-Box Transformers via Sparse Rate Reduction

23 citations · 28 across the 7 of their papers we have counts for

collaborators
Showing 2018 · math.OCShow all

1 paper · 2 filters

math.OC2018

Efficient Dictionary Learning with Gradient Descent

Dar Gilboa, Sam Buchanan, John Wright

Randomly initialized first-order optimization algorithms are the method of choice for solving many high-dimensional nonconvex problems in machine learning, yet general theoretical…

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