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Sayan Mukherjee

Duke University

27 papers hereh-index 4352.4k citations188 works total

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

author position
  • first author3
  • middle author11
  • last author13

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • math.ST5
  • stat.ML5
  • cs.LG4
  • stat.ME4
  • stat.AP2
  • cs.FL1
affiliations
  • Duke University
HomepageORCID 0000-0002-6715-3920
same name
  • Sayan Mukherjee — 46 papers, h 31
  • 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
20012023
most citedPredicting Clinical Outcomes in Glioblastoma: An Application of Topological and Functional Data Analysis

99 citations · 314 across the 26 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

stat.CO2015★ 12 cited

Optimal approximating Markov chains for Bayesian inference

James E. Johndrow, Jonathan C. Mattingly, Sayan Mukherjee +1

The Markov Chain Monte Carlo method is the dominant paradigm for posterior computation in Bayesian analysis. It is common to control computation time by making approximations to th…

stat.ME2015

Bayesian Approximate Kernel Regression with Variable Selection

Lorin Crawford, Kris C. Wood, Xiang Zhou +1

Nonlinear kernel regression models are often used in statistics and machine learning because they are more accurate than linear models. Variable selection for kernel regression mod…

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