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researcher

Sivaraman Balakrishnan

78 papers hereh-index 385.8k citations114 works total

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

author position
  • first author12
  • middle author58
  • last author7

Across the 77 of 78 papers where every author was matched, so the position is known.

fields
  • math.ST27
  • stat.ML20
  • cs.LG15
  • stat.ME13
  • cs.GT1
  • math.PR1
same name
  • Sivaraman Balakrishnan — 10 papers, h 3

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
20112026
most citedConfidence sets for persistence diagrams

254 citations · 882 across the 66 of their papers we have counts for

collaborators
Showing 2014 · math.STShow all

1 paper · 2 filters

math.ST2014★ 36 cited

Statistical guarantees for the EM algorithm: From population to sample-based analysis

Sivaraman Balakrishnan, Martin J. Wainwright, Bin Yu

We develop a general framework for proving rigorous guarantees on the performance of the EM algorithm and a variant known as gradient EM. Our analysis is divided into two parts: a…

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