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Matthew J. Reynolds

4 papers hereh-index 6171 citations9 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • math.NA2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20152022
most citedOn transfer learning of neural networks using bi-fidelity data for uncertainty propagation

10 citations · 17 across the 3 of their papers we have counts for

collaborators
Showing 2015Show all

1 paper · 1 filter

math.NA2015

Randomized Alternating Least Squares for Canonical Tensor Decompositions: Application to a PDE with Random Data

Matthew Reynolds, Alireza Doostan, Gregory Beylkin

This paper introduces a randomized variation of the alternating least squares (ALS) algorithm for rank reduction of canonical tensor formats. The aim is to address the potential nu…

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