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researcher

O. D. Akyildiz

18 papers hereh-index 7127 citations24 works total

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

author position
  • sole author3
  • first author2
  • middle author2
  • last author11

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • stat.CO6
  • cs.LG1
  • math.PR1
  • math.ST1
  • q-bio.PE1

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedRandom Grid Neural Processes for Parametric Partial Differential Equations

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

collaborators
Showing 2024 · stat.MLShow all

1 paper · 2 filters

stat.ML2024

A Primer on Variational Inference for Physics-Informed Deep Generative Modelling

Alex Glyn-Davies, Arnaud Vadeboncoeur, O. Deniz Akyildiz +2

Variational inference (VI) is a computationally efficient and scalable methodology for approximate Bayesian inference. It strikes a balance between accuracy of uncertainty quantifi…

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