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researcher

Benjamin Bloem-Reddy

16 papers hereh-index 8496 citations32 works total

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

author position
  • first author3
  • middle author6
  • last author7

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • stat.ME4
  • cs.LG3
  • math.PR1
  • stat.CO1
same name
  • Benjamin Bloem-Reddy — 1 paper

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
20162026
most citedOn the Benefits of Invariance in Neural Networks

17 citations · 49 across the 16 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

stat.ML2022★ 1 cited

Indeterminacy in Generative Models: Characterization and Strong Identifiability

Quanhan Xi, Benjamin Bloem-Reddy

Most modern probabilistic generative models, such as the variational autoencoder (VAE), have certain indeterminacies that are unresolvable even with an infinite amount of data. Dif…

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