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Avishek Ghosh

12 papers hereh-index 233.3k citations99 works total

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

author position
  • first author9
  • middle author3

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • cs.LG3
  • cs.DC2
  • cs.IT1
  • cs.NI1
same name
  • Avishek Ghosh — 8 papers, h 1
  • Avishek Ghosh — 3 papers
  • Avishek Ghosh — 3 papers, h 1
  • Avishek Ghosh — 1 paper, h 1

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
20172023
most citedMax-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation

13 citations · 18 across the 7 of their papers we have counts for

collaborators
Showing cs.ITShow all

1 paper · 1 filter

cs.IT2023

Optimal Compression of Unit Norm Vectors in the High Distortion Regime

Heng Zhu, Avishek Ghosh, Arya Mazumdar

Motivated by the need for communication-efficient distributed learning, we investigate the method for compressing a unit norm vector into the minimum number of bits, while still al…

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