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researcher

S. Mukherjee

13 papers hereh-index 345.7k citations260 works total

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

author position
  • first author4
  • middle author5
  • last author3

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • math.ST3
  • cs.LG2
  • math.PR2
  • quant-ph2
  • stat.ML2
  • cs.CV1
same name
  • S. Mukherjee — 108 papers, h 80
  • S. Mukherjee — 84 papers
  • S. Mukherjee — 43 papers, h 39
  • S. Mukherjee — 43 papers
  • S. Mukherjee — 30 papers, h 55
  • S. Mukherjee — 24 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
20182021
most citedVariational Inference in high-dimensional linear regression

9 citations · 20 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2020

privGAN: Protecting GANs from membership inference attacks at low cost

Sumit Mukherjee, Yixi Xu, Anusua Trivedi +1

Generative Adversarial Networks (GANs) have made releasing of synthetic images a viable approach to share data without releasing the original dataset. It has been shown that such s…

cs.LG2019★ 3 cited

Risks of Using Non-verified Open Data: A case study on using Machine Learning techniques for predicting Pregnancy Outcomes in India

Anusua Trivedi, Sumit Mukherjee, Edmund Tse +2

Artificial intelligence (AI) has evolved considerably in the last few years. While applications of AI is now becoming more common in fields like retail and marketing, application o…

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