Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach

Akshay Kumar, Jarvis Haupt

This work examines the problem of exact data interpolation via sparse (neuron count), infinitely wide, single hidden layer neural networks with leaky rectified linear unit activati…