Article, 2024

Leveraging tensor kernels to reduce objective function mismatch in deep clustering

PATTERN RECOGNITION, ISSN 0031-3203, Volume 149, 10.1016/j.patcog.2023.110229

Contributors

Trosten, Daniel J. 0000-0003-0708-3059 (Corresponding author) [1] Lokse, Sigurd 0000-0002-1953-4315 [1] Jenssen, Robert 0000-0002-7496-8474 [2] [3] [4] Kampffmeyer, Michael [3] [4]

Affiliations

  1. [1] NORCE Norwegian Res Ctr, Sykehusveien 21, N-9019 Tromso, Norway
    2. [NORA names: Norway; Europe, Non-EU; Nordic; OECD];
  2. [2] Univ Copenhagen, Dept Comp Sci, Univ PK 1, DK-2100 Copenhagen, Denmark
    3. [NORA names: KU University of Copenhagen; University; Denmark; Europe, EU; Nordic; OECD];
  3. [3] Norwegian Comp Ctr, Gaustadalleen 23a, N-0373 Oslo, Norway
    4. [NORA names: Norway; Europe, Non-EU; Nordic; OECD];
  4. [4] UiT Arctic Univ Norway, Dept Phys & Technol, Hansine Hansens Veg 18, N-9019 Tromso, Norway
    5. [NORA names: Norway; Europe, Non-EU; Nordic; OECD]

Abstract

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Keywords

Deep clustering, Objective function mismatch, Tensor kernels, Unsupervised companion objectives

Data Provider: Clarivate

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