infinite-width network

How Good Are Inducing Points for Dataset Distillation? (Student Abstract) AAAI 2026 Rademacher complexity of neural ODEs via Chen-Fliess series L4DC 2024 A Neural Tangent Kernel Perspective of GANs ICML 2022 Eigenspace Restructuring: A Principle of Space and Frequency in Neural Networks COLT 2022 How to Train Your Wide Neural Network Without Backprop: An Input-Weight Alignment Perspective ICML 2022 Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks NeurIPS 2022 The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization NeurIPS 2022 Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks AAAI 2021 Neural Splines: Fitting 3D Surfaces With Infinitely-Wide Neural Networks CVPR 2021 On the Equivalence between Neural Network and Support Vector Machine NeurIPS 2021 Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes ICLR 2019 How do infinite width bounded norm networks look in function space? COLT 2019