function space

Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime NeurIPS 2022 Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS ICLR 2021 Large-width functional asymptotics for deep Gaussian neural networks ICLR 2021 Multiwavelet-based Operator Learning for Differential Equations NeurIPS 2021 On Linear Identifiability of Learned Representations ICML 2021 Tensor Programs IIb: Architectural Universality Of Neural Tangent Kernel Training Dynamics ICML 2021 The Implicit Bias of Minima Stability: A View from Function Space NeurIPS 2021 A Function Space View of Bounded Norm Infinite Width ReLU Nets: The Multivariate Case ICLR 2020 Function Space Particle Optimization for Bayesian Neural Networks ICLR 2019 How do infinite width bounded norm networks look in function space? COLT 2019 Measuring and regularizing networks in function space ICLR 2019 Occupancy Networks: Learning 3D Reconstruction in Function Space CVPR 2019 On the Inductive Bias of Neural Tangent Kernels NeurIPS 2019 Parsimonious Online Learning with Kernels via Sparse Projections in Function Space JMLR 2019 Characterizing the Function Space for Bayesian Kernel Models JMLR 2007