infinite-width limit

Real-Valued Backpropagation is Unsuitable for Complex-Valued Neural Networks NeurIPS 2022 Are wider nets better given the same number of parameters? ICLR 2021 A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs NeurIPS 2021 Correlated weights in infinite limits of deep convolutional neural networks UAI 2021 Exploring the Uncertainty Properties of Neural Networks’ Implicit Priors in the Infinite-Width Limit ICLR 2021 Phase Diagram for Two-layer ReLU Neural Networks at Infinite-width Limit JMLR 2021 Tensor Programs IIb: Architectural Universality Of Neural Tangent Kernel Training Dynamics ICML 2021 The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization NeurIPS 2021 Towards a General Theory of Infinite-Width Limits of Neural Classifiers ICML 2020 On Exact Computation with an Infinitely Wide Neural Net NeurIPS 2019 Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent NeurIPS 2019 Neural Tangent Kernel: Convergence and Generalization in Neural Networks NeurIPS 2018