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M. Cenk Gursoy

2 accepted papers

2022

Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers

NeurIPS 2022accept

We consider a set of data samples such that a fraction of the samples are arbitrary outliers, and the rest are the output samples of a single-layer neural network with rectified linear unit (ReLU) activation. Our goal is to estimate the parameters (weight matrix and bias vector) of the neural networ…

Cited by 0SourcePDFScholar