Sonny Achten

According to our database, Sonny Achten authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Generative Kernel Spectral Clustering.

David Winant, Sonny Achten, Johan A. K. Suykens

CoRR, February, 2025

HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity.

Sonny Achten, Zander Op de Beeck, Francesco Tonin, Volkan Cevher, Johan A. K. Suykens

Proceedings of the Artificial Neural Networks and Machine Learning. ICANN 2025 International Workshops and Special Sessions, 2025

2024

HeNCler: Node Clustering in Heterophilous Graphs through Learned Asymmetric Similarity.

Sonny Achten, Francesco Tonin, Volkan Cevher, Johan A. K. Suykens

CoRR, 2024

Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification.

Sonny Achten, Francesco Tonin, Panagiotis Patrinos, Johan A. K. Suykens

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Duality in Multi-View Restricted Kernel Machines.

Sonny Achten, Arun Pandey, Hannes De Meulemeester, Bart De Moor, Johan A. K. Suykens

CoRR, 2023

Semi-Supervised Classification with Graph Convolutional Kernel Machines.

Sonny Achten, Francesco Tonin, Panagiotis Patrinos, Johan A. K. Suykens

CoRR, 2023