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researcher

Matthew Ashman

13 papers hereh-index 7268 citations18 works total

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

author position
  • first author8
  • middle author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG6

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedPartitioned Variational Inference: A Framework for Probabilistic Federated Learning

6 citations · 10 across the 11 of their papers we have counts for

collaborators
Showing 2020 · stat.MLShow all

1 paper · 2 filters

stat.ML2020

Sparse Gaussian Process Variational Autoencoders

Matthew Ashman, Jonathan So, Will Tebbutt +3

Large, multi-dimensional spatio-temporal datasets are omnipresent in modern science and engineering. An effective framework for handling such data are Gaussian process deep generat…

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