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researcher

Krishnakumar Balasubramanian

1 paper here

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
ORCID 0000-0001-5271-9314
same name
  • Krishnakumar Balasubramanian — 12 papers
  • Krishnakumar Balasubramanian — 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

most citedFrom Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression

1 citations · 1 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2023★ 1 cited

From Stability to Chaos: Analyzing Gradient Descent Dynamics in Quadratic Regression

Xuxing Chen, Krishnakumar Balasubramanian, Promit Ghosal +1

We conduct a comprehensive investigation into the dynamics of gradient descent using large-order constant step-sizes in the context of quadratic regression models. Within this fram…

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