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researcher

Matthew Stephens

8 papers hereh-index 390 citations18 works total

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

author position
  • last author8

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • cs.LG1
  • stat.ML1
same name
  • Matthew Stephens — 1 paper, h 5

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
20212026
most citedNon-negative matrix factorization algorithms generally improve topic model fits

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

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ME2022

A flexible model for correlated count data, with application to multi-condition differential expression analyses of single-cell RNA sequencing data

Yusha Liu, Peter Carbonetto, Michihiro Takahama +4

Detecting differences in gene expression is an important part of single-cell RNA sequencing experiments, and many statistical methods have been developed for this aim. Most differe…

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