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S. Dutta

4 papers here

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

author position
  • first author1
  • middle author2
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • eess.IV2
  • cs.LG1
  • quant-ph1
same name
  • S. Dutta — 95 papers
  • S. Dutta — 24 papers, h 25
  • S. Dutta — 22 papers
  • S. Dutta — 19 papers, h 21
  • S. Dutta — 17 papers
  • S. Dutta — 16 papers, h 27

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
20232026
most citedAutomatic Tuning of Denoising Algorithms Parameters Without Ground Truth

6 citations · 6 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

Weight-Decay Turns Transformer Loss Landscapes Villani: Functional-Analytic Foundations for Optimization and Generalization

Abhijit Das, Sayantan Dutta

Weight decay is widely used as a regularizer in large language models, yet its precise role in shaping Transformer loss landscapes remains theoretically underexplored. This paper p…

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