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09/30/2020
One Reflection Suffice
Orthogonal weight matrices are used in many areas of deep learning. Much...
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09/29/2020
Fast Fréchet Inception Distance
The Fréchet Inception Distance (FID) has been used to evaluate thousands...
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09/29/2020
What if Neural Networks had SVDs?
Various Neural Networks employ time-consuming matrix operations like mat...
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09/27/2019
Margin-Based Generalization Lower Bounds for Boosted Classifiers
Boosting is one of the most successful ideas in machine learning. The mo...
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01/30/2019
Optimal Minimal Margin Maximization with Boosting
Boosting algorithms produce a classifier by iteratively combining base h...
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01/25/2017