| A kernel perspective for regularizing deep neural networks A Bietti, G Mialon, D Chen, J Mairal International Conference on Machine Learning, 664-674, 2019 | 53 | 2019 |
| Convolutional kernel networks for graph-structured data D Chen, L Jacob, J Mairal International Conference on Machine Learning, 1576-1586, 2020 | 39 | 2020 |
| Biological sequence modeling with convolutional kernel networks D Chen, L Jacob, J Mairal Bioinformatics 35 (18), 3294-3302, 2019 | 20 | 2019 |
| Graphit: Encoding graph structure in transformers G Mialon, D Chen, M Selosse, J Mairal arXiv preprint arXiv:2106.05667, 2021 | 17 | 2021 |
| A trainable optimal transport embedding for feature aggregation and its relationship to attention G Mialon, D Chen, A d'Aspremont, J Mairal arXiv preprint arXiv:2006.12065, 2020 | 17 | 2020 |
| Recurrent kernel networks D Chen, L Jacob, J Mairal Advances in Neural Information Processing Systems 32, 2019 | 14 | 2019 |
| A trainable optimal transport embedding for feature aggregation G Mialon, D Chen, A d’Aspremont, J Mairal International Conference on Learning Representations (ICLR), 2020 | 2 | 2020 |
| Predicting transcription factor binding sites with convolutional kernel networks D Chen, L Jacob, J Mairal bioRxiv 10, 217257, 2017 | 2 | 2017 |
| Structure-aware transformer for graph representation learning D Chen, L O’Bray, K Borgwardt International Conference on Machine Learning, 3469-3489, 2022 | 1 | 2022 |
| Unsupervised Manifold Alignment with Joint Multidimensional Scaling D Chen, B Fan, C Oliver, K Borgwardt arXiv preprint arXiv:2207.02968, 2022 | | 2022 |
| Approximate Network Motif Mining Via Graph Learning C Oliver, D Chen, V Mallet, P Philippopoulos, K Borgwardt arXiv preprint arXiv:2206.01008, 2022 | | 2022 |
| Structured Data Modeling with Deep Kernel Machines and Applications in Computational Biology D Chen Université Grenoble Alpes [2020-....], 2020 | | 2020 |
| Modélisation de données structurées avec des machines profondes à noyaux et des applications en biologie computationnelle D Chen Université Grenoble Alpes, 2020 | | 2020 |
| An Optimal Transport Kernel for Feature Aggregation and its Relationship to Attention G Mialon, D Chen, A d'Aspremont, J Mairal | | 2020 |
| Structure-Aware Transformer for Graph Representation Learning Download PDF L O'Bray, D Chen, K Borgwardt | | |
| C10 D Chen, L Jacob, J Mairal | | |
Julien MairalInria - Univ. Grenoble AlpesVerified email at inria.fr
