Deep k-Means: Jointly clustering with k-Means and learning representations

Maziar Moradi Fard; Thibaut Thonet; Éric Gaussier

doi:10.1016/j.patrec.2020.07.028

Journal Articles Pattern Recognition Letters Year : 2020

Deep k-Means: Jointly clustering with k-Means and learning representations

(1) , (1, 2) , (1)

1
2

Maziar Moradi Fard

Function : Author

Laboratoire d'Informatique de Grenoble

Thibaut Thonet

Function : Author

Laboratoire d'Informatique de Grenoble

Naver Labs Europe [Meylan]

Éric Gaussier

Function : Author
PersonId : 182833
IdHAL : eric-gaussier
ORCID : 0000-0002-8858-3233
IdRef : 074308297

Laboratoire d'Informatique de Grenoble

Keywords

Deep clustering k-Means Deep learning Clustering

Domains

Computer Science [cs] Machine Learning [cs.LG] Computer Science [cs] Artificial Intelligence [cs.AI]

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https://hal.univ-grenoble-alpes.fr/hal-03356552

Submitted on : Monday, August 22, 2022-2:39:13 PM

Last modification on : Friday, March 24, 2023-2:53:28 PM

Long-term archiving on: Wednesday, November 23, 2022-10:49:21 PM

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hal-03356552 , version 1 (22-08-2022)

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Attribution - NonCommercial - CC BY 4.0

Identifiers

HAL Id : hal-03356552 , version 1
ARXIV : 1806.10069
DOI : 10.1016/j.patrec.2020.07.028
PII : S0167-8655(20)30274-9

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Maziar Moradi Fard, Thibaut Thonet, Éric Gaussier. Deep k-Means: Jointly clustering with k-Means and learning representations. Pattern Recognition Letters, 2020, 138, pp.185-192. ⟨10.1016/j.patrec.2020.07.028⟩. ⟨hal-03356552⟩

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Deep k-Means: Jointly clustering with k-Means and learning representations

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