spline interpolation

Implicit Bias of Gradient Descent for Mean Squared Error Regression with Two-Layer Wide Neural Networks JMLR 2023 Neural Diffeomorphic Non-uniform B-spline Flows AAAI 2023 Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs AAAI 2022 Convex Geometry and Duality of Over-parameterized Neural Networks JMLR 2021 Fast and Smooth Interpolation on Wasserstein Space AISTATS 2021 Neural Splines: Fitting 3D Surfaces With Infinitely-Wide Neural Networks CVPR 2021 Parallel tempering on optimized paths ICML 2021 Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021 Revealing the Structure of Deep Neural Networks via Convex Duality ICML 2021 Convex Geometry of Two-Layer ReLU Networks: Implicit Autoencoding and Interpretable Models AISTATS 2020 Gradient Dynamics of Shallow Univariate ReLU Networks NeurIPS 2019 How do infinite width bounded norm networks look in function space? COLT 2019