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researcher

Sean Plummer

11 papers hereh-index 233 citations11 works total

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

author position
  • sole author8
  • first author2
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.ST8
  • cs.LO1
  • math.DS1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedDynamics of coordinate ascent variational inference: A case study in 2D Ising models

15 citations · 16 across the 10 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2026

Thermodynamic Response Functions in Singular Bayesian Models

Sean Plummer

Singular statistical models-including mixtures, matrix factorization, and neural networks-violate regular asymptotics due to parameter non-identifiability and degenerate Fisher geo…

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