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researcher

A. Sarwate

52 papers hereh-index 296k citations169 works total

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

author position
  • first author6
  • middle author22
  • last author22

Across the 50 of 52 papers where every author was matched, so the position is known.

fields
  • cs.IT19
  • cs.LG12
  • stat.ML9
  • math.OC2
  • cs.CR1
  • cs.GT1

identity via Semantic Scholar / OpenAlex

activity
20062025
most citedDifferentially Private Empirical Risk Minimization

542 citations · 1.1k across the 46 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

eess.SP2021

Network Traffic Shaping for Enhancing Privacy in IoT Systems

Sijie Xiong, Anand D. Sarwate, Narayan B. Mandayam

Motivated by privacy issues caused by inference attacks on user activities in the packet sizes and timing information of Internet of Things (IoT) network traffic, we establish a ri…

cs.LG2021★ 5 cited

A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression

Batoul Taki, Mohsen Ghassemi, Anand D. Sarwate +1

This paper considers the problem of matrix-variate logistic regression. It derives the fundamental error threshold on estimating low-rank coefficient matrices in the logistic regre…

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