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11/02/2021
Faster Convex Lipschitz Regression via 2-block ADMM
The task of approximating an arbitrary convex function arises in several...
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07/05/2020
Piecewise Linear Regression via a Difference of Convex Functions
We present a new piecewise linear regression methodology that utilizes f...
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05/28/2019
Learning Bregman Divergences
Metric learning is the problem of learning a task-specific distance func...
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06/26/2018