Sketching and Neural Networks

19 Apr 2016Amit DanielyNevena LazicYoram SingerKunal Talwar

High-dimensional sparse data present computational and statistical challenges for supervised learning. We propose compact linear sketches for reducing the dimensionality of the input, followed by a single layer neural network... (read more)

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