ON THE LINEARITY OF LARGE NON-LINEAR MODELS: WHEN AND WHY THE TANGENT KERNEL IS CONSTANT

von Liu, Chaoyue
Veröffentlicht in NeurIPS (34. : 2020 : Online) 34th Conference on Neural Information Processing Systems (NeurIPS 2020) ; Volume 20 of 27 (2021)

Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture

von Zhu, Libin
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 8 of 50 (2023)

Benign Overfitting in Two-layer Convolutional Neural Networks

von Cao, Yuan
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 33 of 50 (2023)

Benign, Tempered, or Catastrophic: Toward a Refined Taxonomy of Overfitting

von Mallinar, Neil
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 2 of 50 (2023)