M. Geiger

发表论文 34 篇 · 总被引 6098 次 · h-index 23

代表论文

• E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials (2021 · Nature Communications · 被引 2254)
• A General Theory of Equivariant CNNs on Homogeneous Spaces (2018 · Neural Information Processing Systems · 被引 372)
• e3nn: Euclidean Neural Networks (2022 · arXiv.org · 被引 308)
• Scaling description of generalization with number of parameters in deep learning (2019 · Journal of Statistical Mechanics: Theory and Experiment · 被引 215)
• A jamming transition from under- to over-parametrization affects generalization in deep learning (2018 · Journal of Physics A: Mathematical and Theoretical · 被引 161)
• Disentangling feature and lazy training in deep neural networks (2019 · Journal of Statistical Mechanics: Theory and Experiment · 被引 154)