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researcher

Praneeth Netrapalli

49 papers hereh-index 4312.8k citations110 works total

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

author position
  • middle author28
  • last author19

Across the 47 of 49 papers where every author was matched, so the position is known.

fields
  • cs.LG31
  • stat.ML8
  • math.OC4
  • math.PR2
  • astro-ph.SR1
  • cs.AI1
same name
  • Praneeth Netrapalli — 8 papers

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
20102026
most citedHow to Escape Saddle Points Efficiently

229 citations · 547 across the 29 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2024

Tandem Transformers for Inference Efficient LLMs

Aishwarya P S, Pranav Ajit Nair, Yashas Samaga +4

The autoregressive nature of conventional large language models (LLMs) inherently limits inference speed, as tokens are generated sequentially. While speculative and parallel decod…

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