Concepedia

Sigurd Løkse

SL

Statistics

Publications

6

Citations

228

H-Index

6

Active since

2017

Affiliations

UiT The Arctic University of Norway(Current)

Norwegian Computing Center

University of Exeter

Sigurd Løkse is an author at UiT The Arctic University of Norway specializing in machine learning, engineering, and deep learning.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningComputer SciencePattern RecognitionEntropyData MiningInformationKnowledge Discovery

Publications per year

2017–2023

6

Publications

6

Deep divergence-based approach to clustering

Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi et al. · Neural Networks · 2019 · 76 citations · Full text

Robust clustering using a kNN mode seeking ensemble

Jonas Nordhaug Myhre, Karl Øyvind Mikalsen, Sigurd Løkse et al. · Pattern Recognition · 2017 · 49 citations · Full text

Document Clustering, Engineering, Machine Learning +6

On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering

Daniel J. Trosten, Sigurd Løkse, Robert Jenssen et al. · 2023 · 49 citations · Full text

Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels

Kristoffer Wickstrøm, Sigurd Løkse, Michael Kampffmeyer et al. · arXiv (Cornell University) · 2019 · 23 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

The deep kernelized autoencoder

Michael Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi et al. · Applied Soft Computing · 2018 · 19 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +3

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