Bilde av Løkse, Sigurd Eivindson
Bilde av Løkse, Sigurd Eivindson
Department of Physics and Technology sigurd.lokse@uit.no +4777645211 Tromsø FPARK B 278

Løkse, Sigurd Eivindson


Postdoctoral Research Fellow / Machine Learning


  • Kristoffer Wickstrøm, Juan Emmanuel Johnson, Sigurd Eivindson Løkse, Gusatu Camps-Valls, Karl Øyvind Mikalsen, Michael Kampffmeyer et al.:
    The Kernelized Taylor Diagram
    Communications in Computer and Information Science 2022
  • Daniel Johansen Trosten, Sigurd Eivindson Løkse, Robert Jenssen, Michael Kampffmeyer :
    Reconsidering Representation Alignment for Multi-View Clustering
    Computer Vision and Pattern Recognition 2021 ARKIV / DOI
  • Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen :
    Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series
    IEEE Transactions on Neural Networks and Learning Systems 2021 ARKIV / DOI
  • Michael C. Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Lorenzo Livi, Arnt Børre Salberg, Robert Jenssen :
    Deep divergence-based approach to clustering
    Neural Networks 2019 ARKIV / DOI
  • Sigurd Løkse, Robert Jenssen :
    Ranking Using Transition Probabilities Learned from Multi-Attribute Data
    Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing 2018 ARKIV / DOI
  • Michael C. Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Robert Jenssen, Lorenzo Livi :
    The deep kernelized autoencoder
    Applied Soft Computing 2018 ARKIV / DOI
  • Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen :
    Bidirectional deep-readout echo state networks
    2018 FULLTEKST
  • Jonas Nordhaug Myhre, Robert Jenssen, Karl Øyvind Mikalsen, Sigurd Løkse :
    Robust clustering using a kNN mode seeking ensemble
    Pattern Recognition 2017 ARKIV / FULLTEKST / PROSJEKT / DOI
  • Michael C. Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Lorenzo Livi, Arnt Børre Salberg, Robert Jenssen :
    Deep divergence-based clustering
    IEEE Signal Processing Society 2017 FULLTEKST / DOI
  • Sigurd Løkse, Filippo Maria Bianchi, Arnt Børre Salberg, Robert Jenssen :
    Spectral clustering using PCKID ? A probabilistic cluster kernel for incomplete data
    Lecture Notes in Computer Science (LNCS) 2017 ARKIV / DOI
  • Michael C. Kampffmeyer, Sigurd Løkse, Filippo Maria Bianchi, Robert Jenssen, Lorenzo Livi :
    Deep kernelized autoencoders
    Lecture Notes in Computer Science (LNCS) 2017 ARKIV / DOI
  • Sigurd Løkse, Filippo Maria Bianchi, Robert Jenssen :
    Training Echo State Networks with Regularization Through Dimensionality Reduction
    Cognitive Computation 13. January 2017 ARKIV / DOI
  • Jonas Nordhaug Myhre, Karl Øyvind Mikalsen, Sigurd Løkse, Robert Jenssen :
    Consensus Clustering Using kNN Mode Seeking
    Springer 2015 DOI
  • Kristoffer Wickstrøm, Juan Emmanuel Johnson, Sigurd Eivindson Løkse, Gusatu Camps-Valls, Karl Øyvind Mikalsen, Michael Kampffmeyer et al.:
    The Kernelized Taylor Diagram
    2022
  • Daniel Johansen Trosten, Sigurd Eivindson Løkse, Karl Øyvind Mikalsen, Michael Kampffmeyer, Robert Jenssen :
    RELAX: Representation Learning Explainability
    2022
  • Kristoffer Knutsen Wickstrøm, Daniel Johansen Trosten, Sigurd Eivindson Løkse, Karl Øyvind Mikalsen, Michael Kampffmeyer, Robert Jenssen :
    RELAX: Representation Learning Explainability
    2022
  • Daniel Johansen Trosten, Kristoffer Wickstrøm, Shujian Yu, Sigurd Eivindson Løkse, Robert Jenssen, Michael Kampffmeyer :
    Deep Clustering with the Cauchy-Schwarz Divergence
    2022
  • Michael Kampffmeyer, Robert Jenssen, Karl Øyvind Mikalsen, Sigurd Eivindson Løkse :
    Towards Explainable Representation Learning
    2021
  • Sigurd Eivindson Løkse, Michael Kampffmeyer, Robert Jenssen, Karl Øyvind Mikalsen :
    Towards Explainable Representation Learning
    2021
  • Sigurd Eivindson Løkse, Karl Øyvind Mikalsen, Michael Kampffmeyer, Robert Jenssen :
    Towards Explainable Representation Learning
    2021
  • Kristoffer Knutsen Wickstrøm, Sigurd Eivindson Løkse, Karl Øyvind Mikalsen, Michael Kampffmeyer, Robert Jenssen :
    Towards Explainable Representation Learning
    2021
  • Jonas Myhre, Karl Øyvind Mikalsen, Sigurd Løkse, Robert Jenssen :
    Robust Non-Parametric Mode Clustering
    2016

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    Member of research group



    FPARK B 278

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