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researcher

Joshua D. Welch

2 papers here

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

author position
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.OC1
ORCID 0000-0002-5869-2391
same name
  • Joshua D. Welch — 1 paper, h 8
  • Joshua D. Welch — 1 paper, h 30

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

most citedVariational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics

7 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

math.OC2022

A Bilevel Optimization Method for Tensor Recovery Under Metric Learning Constraints

Maryam Bagherian, Davoud A. Tarzanagh, Ivo Dinov +1

Tensor completion and tensor decomposition are important problems in many domains. In this work, we leverage the connection between these problems to learn a distance metric that i…

cs.LG2022★ 7 cited

Variational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics

Yichen Gu, David Blaauw, Joshua Welch

A key problem in computational biology is discovering the gene expression changes that regulate cell fate transitions, in which one cell type turns into another. However, each indi…

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