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ridge function

3 papers

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two-layer neural network (2) gradient descent training (1) statistical query lower bound (1) generalization property (1) single neuron model (1) lipschitz nonlinearity (1) leverage score sampling (1) information exponent (1) single-index model (1) approximation guarantee (1)

Papers

Learning sum of diverse features: computational hardness and efficient gradient-based training for ridge combinations COLT 2024 Active Learning for Single Neuron Models with Lipschitz Non-Linearities AISTATS 2023 Intrinsic dimensionality and generalization properties of the R-norm inductive bias COLT 2023