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Preprints
Sonny Achten, Francesco Tonin, Panagiotis Patrinos, Johan A. K. Suykens
Semi-Supervised Classification with Graph Convolutional Kernel Machines
project page | arXiv | BibTeX
Workshop Papers & Extended Abstracts
Sonny Achten, Arun Pandey, Hannes De Meulemeester, Bart De Moor, Johan A. K. Suykens
Duality in Multi-View Restricted Kernel Machines
ICML 2023 Workshop on Duality for Modern Machine Learning, Honolulu, Hawaii, USA
project page | arXiv | BibTeX | workshop page
Sonny Achten, Johan A. K. Suykens
A Primal-Dual Model for Message Passing in Graph Neural Networks
Extended abstract, presented at DeepLearn 2022 Summer, 6th International Gran Canaria School on Deep Learning
Theses
Applications of Graph Neural Networks for Gene Regulatory Network Inference
Thesis submitted for the degree of Master of Artificial Intelligence, KU Leuven, 2021
under the supervision of prof. Stein Aerts