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infinite-width neural network

10 papers

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Co-occurring keywords · papers mentioning both

neural tangent kernel (8) gradient descent (4) infinite-width network (3) kernel methods (3) feature learning (3) representation learning (3) kernel regression (2) neural network (1) infinite network (1) fixed-point dynamic (1)

Papers

Global Convergence and Rich Feature Learning in L-Layer Infinite-Width Neural Networks under μ Parametrization ICML 2025 Depth Separation in Norm-Bounded Infinite-Width Neural Networks COLT 2024 The Influence of Learning Rule on Representation Dynamics in Wide Neural Networks ICLR 2023 Efficient Computation of Deep Nonlinear Infinite-Width Neural Networks that Learn Features ICLR 2022 Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks NeurIPS 2022 Avoiding Kernel Fixed Points: Computing with ELU and GELU Infinite Networks AAAI 2021 On the Equivalence between Neural Network and Support Vector Machine NeurIPS 2021 Tensor Programs IV: Feature Learning in Infinite-Width Neural Networks ICML 2021 Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks ICLR 2020 Neural Tangents: Fast and Easy Infinite Neural Networks in Python ICLR 2020