neural tangent kernel

Bayesian Deep Ensembles via the Neural Tangent Kernel NeurIPS 2020 Beyond Linearization: On Quadratic and Higher-Order Approximation of Wide Neural Networks ICLR 2020 Can Temporal-Difference and Q-Learning Learn Representation? A Mean-Field Theory NeurIPS 2020 Collegial Ensembles NeurIPS 2020 Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel NeurIPS 2020 Disentangling Trainability and Generalization in Deep Neural Networks ICML 2020 Dynamics of Deep Neural Networks and Neural Tangent Hierarchy ICML 2020 Finding trainable sparse networks through Neural Tangent Transfer ICML 2020 Finite Depth and Width Corrections to the Neural Tangent Kernel ICLR 2020 Finite Versus Infinite Neural Networks: an Empirical Study NeurIPS 2020 Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains NeurIPS 2020 Frequency Bias in Neural Networks for Input of Non-Uniform Density ICML 2020 Generalized Leverage Score Sampling for Neural Networks NeurIPS 2020 Harnessing the Power of Infinitely Wide Deep Nets on Small-data Tasks ICLR 2020 Infinite attention: NNGP and NTK for deep attention networks ICML 2020 Knowledge Distillation in Wide Neural Networks: Risk Bound, Data Efficiency and Imperfect Teacher NeurIPS 2020 Label-Aware Neural Tangent Kernel: Toward Better Generalization and Local Elasticity NeurIPS 2020 Learning Over-Parametrized Two-Layer Neural Networks beyond NTK COLT 2020 Neural Kernels Without Tangents ICML 2020 Neural tangent kernels, transportation mappings, and universal approximation ICLR 2020 Neural Tangents: Fast and Easy Infinite Neural Networks in Python ICLR 2020 On Infinite-Width Hypernetworks NeurIPS 2020 On the linearity of large non-linear models: when and why the tangent kernel is constant NeurIPS 2020 On the Similarity between the Laplace and Neural Tangent Kernels NeurIPS 2020 Simple and Effective Regularization Methods for Training on Noisily Labeled Data with Generalization Guarantee ICLR 2020