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Pascal M Esser

Pascal M Esser

Technische Universität München - Munich / Germany
Engineering & Technology / Computer Science
AD Scientific Index ID: 5458643
Technical University of Munich
person_outline Pascal M Esser's MOST POPULAR ARTICLES
1-) Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks Advances in Neural Information Processing Systems (NeurIPS) 34, 2021
2-) Analysis of Convolutions, Non-linearity and Depth in Graph Neural Networks using Neural Tangent Kernel Transactions on Machine Learning Research, 2023
3-) New Insights into Graph Convolutional Networks using Neural Tangent Kernels ECMLPKDD 2022, 18th International Workshop on Mining and Learning with Graphs, 2021
4-) Near-optimal comparison based clustering Advances in Neural Information Processing Systems (NeurIPS) 33, 2020
5-) Non-Parametric Representation Learning with Kernels AAAI Conference on Artificial Intelligence (AAAI-24), 2023