Johan Suykens
Katholieke Universiteit Leuven
H-index: 91
Europe-Belgium
Top articles of Johan Suykens
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Sparsity via Sparse Group -max Regularization | arXiv preprint arXiv:2402.08493 | Qinghua Tao Xiangming Xi Jun Xu Johan AK Suykens | 2024/2/13 |
Nonlinear functional regression by functional deep neural network with kernel embedding | arXiv preprint arXiv:2401.02890 | Zhongjie Shi Jun Fan Linhao Song Ding-Xuan Zhou Johan AK Suykens | 2024/1/5 |
Primal-attention: Self-attention through asymmetric kernel svd in primal representation | Advances in Neural Information Processing Systems | Yingyi Chen Qinghua Tao Francesco Tonin Johan Suykens | 2024/2/13 |
Explaining the model and feature dependencies by decomposition of the Shapley value | arXiv preprint arXiv:2306.10880 | Joran Michiels Maarten De Vos Johan Suykens | 2023/6/19 |
Self-Attention through Kernel-Eigen Pair Sparse Variational Gaussian Processes | arXiv preprint arXiv:2402.01476 | Yingyi Chen Qinghua Tao Francesco Tonin Johan AK Suykens | 2024/2/2 |
A Dual Perspective of Reinforcement Learning for Imposing Policy Constraints | arXiv preprint arXiv:2404.16468 | Bram De Cooman Johan Suykens | 2024/4/25 |
Deep Kernel Principal Component Analysis for multi-level feature learning | Neural Networks | Francesco Tonin Qinghua Tao Panagiotis Patrinos Johan AK Suykens | 2024/2/1 |
Tensor-based multi-view spectral clustering via shared latent space | Information Fusion | Qinghua Tao Francesco Tonin Panagiotis Patrinos Johan AK Suykens | 2024/4/6 |
Can overfitted deep neural networks in adversarial training generalize?--An approximation viewpoint | arXiv preprint arXiv:2401.13624 | Zhongjie Shi Fanghui Liu Yuan Cao Johan AK Suykens | 2024/1/24 |
Unsupervised Neighborhood Propagation Kernel Layers for Semi-supervised Node Classification | Proceedings of the AAAI Conference on Artificial Intelligence | Sonny Achten Francesco Tonin Panagiotis Patrinos Johan AK Suykens | 2024/3/24 |
CoRe-Sleep: A Multimodal Fusion Framework for Time Series Robust to Imperfect Modalities. | IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE) | Konstantinos Kontras Christos Chatzichristos Huy Phan Johan Suykens Maarten De Vos | 2024/1/15 |
Jigsaw-vit: Learning jigsaw puzzles in vision transformer | Pattern Recognition Letters | Yingyi Chen Xi Shen Yahui Liu Qinghua Tao Johan AK Suykens | 2023/2/1 |
Combining Primal and Dual Representations in Deep Restricted Kernel Machines Classifiers | arXiv preprint arXiv:2306.07015 | Francesco Tonin Panagiotis Patrinos Johan AK Suykens | 2023/6/12 |
Low-Rank Multitask Learning based on Tensorized SVMs and LSSVMs | arXiv preprint arXiv:2308.16056 | Jiani Liu Qinghua Tao Ce Zhu Yipeng Liu Xiaolin Huang | 2023/8/30 |
Representation Learning with Restricted Kernel Machines | Arun Pandey | 2023/6/5 | |
A Dual Formulation for Probabilistic Principal Component Analysis | arXiv preprint arXiv:2307.10078 | Henri De Plaen Johan AK Suykens | 2023/7/19 |
arXiv: Accelerated sparse Kernel Spectral Clustering for large scale data clustering problems | Mihaly Novak Johan Suykens Carlos Alzate Rocco Langone | 2023/10/20 | |
Tensorized LSSVMS For Multitask Regression | Jiani Liu Qinghua Tao Ce Zhu Yipeng Liu Johan AK Suykens | 2023/6/4 | |
Extending kernel PCA through dualization: sparsity, robustness and fast algorithms | Francesco Tonin Alex Lambert Panagiotis Patrinos Johan Suykens | 2023/7/3 | |
Accelerated sparse Kernel Spectral Clustering for large scale data clustering problems | arXiv preprint arXiv:2310.13381 | Mihaly Novak Rocco Langone Carlos Alzate Johan Suykens | 2023/10/20 |
Co-Authors
