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researcher

Siddhant Kumar

1 paper here

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

author position
  • last author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1
ORCID 0000-0003-1602-8641
same name
  • Siddhant Kumar — 3 papers
  • Siddhant Kumar — 2 papers, h 19
  • Siddhant Kumar — 2 papers
  • Siddhant Kumar — 1 paper
  • Siddhant Kumar — 1 paper

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

collaborators

1 paper

cs.LG2026

Local learning for stable backpropagation-free neural network training towards physical learning

Yaqi Guo, Fabian Braun, Bastiaan Ketelaar +3

While backpropagation and automatic differentiation have driven deep learning's success, the physical limits of chip manufacturing and rising environmental costs of deep learning m…

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