Johan A. K. Suykens

5 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

ICML ×3 AAAI ×1 NeurIPS ×1

Frequent coauthors

Francesco Tonin

×4

Panagiotis Patrinos

×3

Alex Lambert

×2

Qinghua Tao

×2

Yingyi Chen

×2

Volkan Cevher

×1

Jan Quan

×1

Sonny Achten

×1

Papers

Accelerating Spectral Clustering under Fairness Constraints
ICML 2025 ·
Francesco Tonin
,
Alex Lambert
, Johan A. K. Suykens,
Volkan Cevher
Rethinking PCA Through Duality
NeurIPS 2025 ·
Jan Quan
, Johan A. K. Suykens,
Panagiotis Patrinos
Learning in Feature Spaces via Coupled Covariances: Asymmetric Kernel SVD and Nyström method
ICML 2024 ·
Qinghua Tao
,
Francesco Tonin
,
Alex Lambert
,
Yingyi Chen
,
Panagiotis Patrinos
, Johan A. K. Suykens
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes
ICML 2024 ·
Yingyi Chen
,
Qinghua Tao
,
Francesco Tonin
, Johan A. K. Suykens
Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification
AAAI 2024 ·
Sonny Achten
,
Francesco Tonin
,
Panagiotis Patrinos
, Johan A. K. Suykens