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researcher

James M. Murphy

2 papers here

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

author position
  • middle author2

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

fields
  • cs.LG1
  • stat.ML1
same name
  • James M. Murphy — 14 papers, h 14
  • James M. Murphy — 1 paper
  • James M. Murphy — 1 paper
  • James M. Murphy — 1 paper

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 citedEstimation of entropy-regularized optimal transport maps between non-compactly supported measures

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024

Locality Regularized Reconstruction: Structured Sparsity and Delaunay Triangulations

Marshall Mueller, James M. Murphy, Abiy Tasissa

Linear representation learning is widely studied due to its conceptual simplicity and empirical utility in tasks such as compression, classification, and feature extraction. Given…

stat.ML2023★ 1 cited

Estimation of entropy-regularized optimal transport maps between non-compactly supported measures

Matthew Werenski, James M. Murphy, Shuchin Aeron

This paper addresses the problem of estimating entropy-regularized optimal transport (EOT) maps with squared-Euclidean cost between source and target measures that are subGaussian.…

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