neural tangent kernel

Efficient Dataset Distillation using Random Feature Approximation NeurIPS 2022 Embedded Ensembles: infinite width limit and operating regimes AISTATS 2022 Evolution of Neural Tangent Kernels under Benign and Adversarial Training NeurIPS 2022 Exact learning dynamics of deep linear networks with prior knowledge NeurIPS 2022 Expected Improvement for Contextual Bandits NeurIPS 2022 Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study NeurIPS 2022 Fast Finite Width Neural Tangent Kernel ICML 2022 Fast Neural Kernel Embeddings for General Activations NeurIPS 2022 Feature learning and random features in standard finite-width convolutional neural networks: An empirical study UAI 2022 Finding Dynamics Preserving Adversarial Winning Tickets AISTATS 2022 Generalization Properties of NAS under Activation and Skip Connection Search NeurIPS 2022 How to Train Your Wide Neural Network Without Backprop: An Input-Weight Alignment Perspective ICML 2022 Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials NeurIPS 2022 Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks ICLR 2022 Infinite Recommendation Networks: A Data-Centric Approach NeurIPS 2022 Learning curves for continual learning in neural networks: Self-knowledge transfer and forgetting ICLR 2022 Learning Curves for Gaussian Process Regression with Power-Law Priors and Targets ICLR 2022 "Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach NeurIPS 2022 Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels NeurIPS 2022 Memorization and Optimization in Deep Neural Networks with Minimum Over-parameterization NeurIPS 2022 MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022 NASI: Label- and Data-agnostic Neural Architecture Search at Initialization ICLR 2022 Neural Contextual Bandits without Regret AISTATS 2022 NeuralEF: Deconstructing Kernels by Deep Neural Networks ICML 2022 Neural Tangent Kernel Analysis of Deep Narrow Neural Networks ICML 2022