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Model identification and local linear convergence of coordinate descent
For composite nonsmooth optimization problems, Forward-Backward algorith...
10/22/2020 ∙ by Quentin Klopfenstein, et al. ∙
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Implicit differentiation of Lasso-type models for hyperparameter optimization
Setting regularization parameters for Lasso-type estimators is notorious...
02/20/2020 ∙ by Quentin Bertrand, et al. ∙
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Linear Support Vector Regression with Linear Constraints
This paper studies the addition of linear constraints to the Support Vec...
11/06/2019 ∙ by Quentin Klopfenstein, et al. ∙
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