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01/20/2022
Accelerated Gradient Flow: Risk, Stability, and Implicit Regularization
Acceleration and momentum are the de facto standard in modern applicatio...
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12/05/2020
Selecting the number of components in PCA via random signflips
Dimensionality reduction via PCA and factor analysis is an important too...
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03/22/2019
One-shot distributed ridge regression in high dimensions
In many areas, practitioners need to analyze large datasets that challen...
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09/30/2018