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Unsupervised learning of disentangled representations in deep restricted
  kernel machines with orthogonality constraints

Unsupervised learning of disentangled representations in deep restricted kernel machines with orthogonality constraints

Neural Networks (NN), 2020
25 November 2020
F. Tonin
Panagiotis Patrinos
Johan A. K. Suykens
    DRLOOD
ArXiv (abs)PDFHTML

Papers citing "Unsupervised learning of disentangled representations in deep restricted kernel machines with orthogonality constraints"

8 / 8 papers shown
CI-RKM: A Class-Informed Approach to Robust Restricted Kernel Machines
CI-RKM: A Class-Informed Approach to Robust Restricted Kernel Machines
Ritik Mishra
M. Akhtar
Muhammad Tanveer
190
0
0
12 Apr 2025
HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity
HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity
Sonny Achten
Zander Op de Beeck
F. Tonin
Volkan Cevher
Johan A. K. Suykens
583
0
0
27 May 2024
Combining Primal and Dual Representations in Deep Restricted Kernel
  Machines Classifiers
Combining Primal and Dual Representations in Deep Restricted Kernel Machines Classifiers
F. Tonin
Panagiotis Patrinos
Johan A. K. Suykens
268
0
0
12 Jun 2023
Duality in Multi-View Restricted Kernel Machines
Duality in Multi-View Restricted Kernel Machines
Sonny Achten
Arun Pandey
Hannes De Meulemeester
B. De Moor
Johan A. K. Suykens
248
2
0
26 May 2023
Deep Kernel Principal Component Analysis for Multi-level Feature
  Learning
Deep Kernel Principal Component Analysis for Multi-level Feature LearningNeural Networks (Neural Netw.), 2023
F. Tonin
Qinghua Tao
Panagiotis Patrinos
Johan A. K. Suykens
225
42
0
22 Feb 2023
Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised
  Node Classification
Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2023
Sonny Achten
F. Tonin
Panagiotis Patrinos
Johan A. K. Suykens
359
6
0
31 Jan 2023
Multi-view Kernel PCA for Time series Forecasting
Multi-view Kernel PCA for Time series ForecastingNeurocomputing (Neurocomputing), 2023
Arun Pandey
Hannes De Meulemeester
B. De Moor
Johan A. K. Suykens
AI4TS
250
8
0
24 Jan 2023
Tensor-based Multi-view Spectral Clustering via Shared Latent Space
Tensor-based Multi-view Spectral Clustering via Shared Latent SpaceInformation Fusion (Inf. Fusion), 2022
Qinghua Tao
F. Tonin
Panagiotis Patrinos
Johan A. K. Suykens
219
14
0
23 Jul 2022
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