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researcher

S. F. V. Nielsen

3 papers hereh-index 688 citations17 works total

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

author position
  • middle author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • stat.AP1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20162025
most citedScalable Group Level Probabilistic Sparse Factor Analysis

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2025

Knowing When to Quit: Probabilistic Early Exits for Speech Separation

Kenny Falkær Olsen, Mads Østergaard, Karl Ulbæk +4

In recent years, deep learning-based single-channel speech separation has improved considerably, in large part driven by increasingly compute- and parameter-efficient neural networ…

stat.ML2018

Probabilistic PARAFAC2

Philip J. H. Jørgensen, Søren F. V. Nielsen, Jesper L. Hinrich +3

The PARAFAC2 is a multimodal factor analysis model suitable for analyzing multi-way data when one of the modes has incomparable observation units, for example because of difference…

stat.AP2016★ 1 cited

Scalable Group Level Probabilistic Sparse Factor Analysis

Jesper L. Hinrich, Søren F. V. Nielsen, Nicolai A. B. Riis +6

Many data-driven approaches exist to extract neural representations of functional magnetic resonance imaging (fMRI) data, but most of them lack a proper probabilistic formulation.…

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