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researcher

Umesh Kumar

1 paper hereh-index 11 citations8 works total

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

author position
  • middle author1

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

fields
  • cs.LG1
same name
  • Umesh Kumar — 3 papers, h 9
  • Umesh Kumar — 2 papers, h 2
  • Umesh Kumar — 1 paper, h 1
  • Umesh Kumar — 1 paper, h 3

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.LG2025

Neuronal Fluctuations: Learning Rates vs Participating Neurons

Darsh Pareek, Umesh Kumar, Ruthu Rao +1

Deep Neural Networks (DNNs) rely on inherent fluctuations in their internal parameters (weights and biases) to effectively navigate the complex optimization landscape and achieve r…

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