Search Results for author: Dr. Tie Liu

Found 1 papers, 0 papers with code

On Linear Separability under Linear Compression with Applications to Hard Support Vector Machine

no code implementations2 Feb 2022 Paul McVay, Dr. Tie Liu, Dr. Krishna Narayanan

In this paper, we show that linear separability is maintained as long as the distortion of the inner products is smaller than the squared margin of the original data-generating distribution.

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