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researcher

Matthew Dowling

8 papers hereh-index 558 citations10 works total

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

author position
  • first author5
  • middle author2

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ML5
  • q-bio.NC3
same name
  • Matthew Dowling — 1 paper, h 2

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
20202026
most citedNon-parametric generalized linear model

4 citations · 6 across the 7 of their papers we have counts for

collaborators
Showing 2026 · stat.MLShow all

1 paper · 2 filters

stat.ML2026

Memory by Design: Bayesian Layers for Sequence Modeling

Matthew Dowling, Hyungju Jeon, Cristina Savin +1

We introduce the \emph{design-model framework}: a way to derive efficient recurrent sequence maps from explicit assumptions about memory. A design model writes evidence into memory…

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