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researcher

Hemanth Saratchandran

56 papers hereh-index 9266 citations65 works total

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

author position
  • sole author7
  • first author12
  • middle author26
  • last author11

Across the 56 of 56 papers where every author was matched, so the position is known.

fields
  • cs.LG26
  • cs.CV9
  • math.DG7
  • cs.CL4
  • math.AP4
  • math.GT4

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedEssential self-adjointness of powers of first-order differential operators on non-compact manifolds with low-regularity metrics

7 citations · 22 across the 46 of their papers we have counts for

collaborators
Showing 2025 · cs.CLShow all

1 paper · 2 filters

cs.CL2025★ 1 cited

RandLoRA: Full-rank parameter-efficient fine-tuning of large models

Paul Albert, Frederic Z. Zhang, Hemanth Saratchandran +3

Low-Rank Adaptation (LoRA) and its variants have shown impressive results in reducing the number of trainable parameters and memory requirements of large transformer networks while…

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