neural tangent kernel

205 papers

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Also known as

NTK

Co-occurring keywords

neural network (6616) gradient descent (1143) kernel methods (1096) representation learning (6174) feature learning (1309) gaussian process (1198) generalization bound (649) training dynamics (113) kernel regression (86) deep learning theory (36)

Papers

Limitations of Lazy Training of Two-layers Neural Network NIPS 2019

Convergence of Adversarial Training in Overparametrized Neural Networks NIPS 2019

Approximate Inference Turns Deep Networks into Gaussian Processes NIPS 2019

Regularization Matters: Generalization and Optimization of Neural Nets v.s. their Induced Kernel NIPS 2019

Neural Tangent Kernel: Convergence and Generalization in Neural Networks NIPS 2018