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researcher

Michael D. Shields

2 papers here

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

author position
  • last author2

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

fields
  • cs.LG1
  • stat.ML1
ORCID 0000-0003-1370-6785
same name
  • Michael D. Shields — 9 papers, h 5
  • Michael D. Shields — 5 papers, h 3
  • Michael D. Shields — 5 papers, h 2
  • Michael D. Shields — 2 papers, h 5
  • Michael D. Shields — 2 papers, h 1
  • Michael D. Shields — 1 paper, h 3

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 citedBayesian Inference with Latent Hamiltonian Neural Networks

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

collaborators
Showing 2025Show all

1 paper · 1 filter

stat.ML2025

Joint space-time wind field data extrapolation and uncertainty quantification using nonparametric Bayesian dictionary learning

George D. Pasparakis, Ioannis A. Kougioumtzoglou, Michael D. Shields

A methodology is developed, based on nonparametric Bayesian dictionary learning, for joint space-time wind field data extrapolation and estimation of related statistics by relying…

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