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researcher

Sayan Mukherjee

46 papers hereh-index 314.1k citations122 works total

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

author position
  • sole author2
  • first author3
  • middle author20
  • last author20

Across the 45 of 46 papers where every author was matched, so the position is known.

fields
  • math.ST10
  • math.CO6
  • stat.ML6
  • stat.ME5
  • math.PR3
  • cs.SD2
same name
  • Sayan Mukherjee — 27 papers, h 43
  • Sayan Mukherjee — 9 papers, h 11
  • Sayan Mukherjee — 3 papers, h 1
  • Sayan Mukherjee — 3 papers, h 2
  • Sayan Mukherjee — 2 papers, h 0
  • Sayan Mukherjee — 2 papers, 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
20092022
most citedTopological consistency via kernel estimation

62 citations · 268 across the 38 of their papers we have counts for

collaborators
Showing 2013 · stat.MLShow all

1 paper · 2 filters

stat.ML2013

The Information Geometry of Mirror Descent

Garvesh Raskutti, Sayan Mukherjee

Information geometry applies concepts in differential geometry to probability and statistics and is especially useful for parameter estimation in exponential families where paramet…

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