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researcher

Sacha Sokoloski

5 papers hereh-index 333 citations14 works total

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

author position
  • sole author2
  • first author2

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.NE2
same name
  • Sacha Sokoloski — 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
20122024
most citedConditional Finite Mixtures of Poisson Distributions for Context-Dependent Neural Correlations

15 citations · 15 across the 4 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

Hierarchical mixtures of Gaussians for combined dimensionality reduction and clustering

Sacha Sokoloski, Philipp Berens

We introduce hierarchical mixtures of Gaussians (HMoGs), which unify dimensionality reduction and clustering into a single probabilistic model. HMoGs provide closed-form expression…

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