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researcher

Sigurd Løkse

15 papers hereh-index 14910 citations26 works total

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

author position
  • first author2
  • middle author13

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ML8
  • cs.NE3
  • cs.CV2
  • cs.LG2
same name
  • Sigurd Løkse — 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
20162024
most citedDeep Divergence-Based Approach to Clustering

82 citations · 216 across the 14 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024★ 2 cited

Cauchy-Schwarz Divergence Information Bottleneck for Regression

Shujian Yu, Xi Yu, Sigurd Løkse +2

The information bottleneck (IB) approach is popular to improve the generalization, robustness and explainability of deep neural networks. Essentially, it aims to find a minimum suf…

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