Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime

von Bowman, Benjamin
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 39 of 50 (2023)

On the Expected Complexity of Maxout Networks

von Tseran, Hanna
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 35 of 36 (2022)

On the Effectiveness of Persistent Homology

von Turkes, Renata
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 46 of 50 (2023)

TIGHT BOUNDS ON THE SMALLEST EIGENVALUE OF THE NEURAL TANGENT KERNEL FOR DEEP RELU NETWORKS

von NGUYEN, QUYNH
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 11 of 16 (2022)

Wasserstein Proximal of GANs

von Lin, Alex Tong
Veröffentlicht in GSI (5. : 2021 : Paris) Geometric science of information (2021)

Optimal Transport to a Variety

von Çelik, Türkü Ozlüm
Veröffentlicht in MACIS (8. : 2019 : Gebze) Mathematical aspects of computer and information sciences (2020)

HAAR GRAPH POOLING

von Wang, Yu Guang
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 13 of 15 (2021)

WEISFEILER AND LEHMAN GO TOPOLOGICAL: MESSAGE PASSING SIMPLICIAL NETWORKS

von BODNAR, CRISTIAN
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 2 of 16 (2022)

HOW FRAMELETS ENHANCE GRAPH NEURAL NETWORKS

von ZHENG, XUEBIN
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 16 of 16 (2022)

Weisfeiler and Lehman Go Cellular: CW Networks

von Bodnar, Cristian
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 4 of 36 (2022)