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07/19/2023
Pattern Recovery in Penalized and Thresholded Estimation and its Geometry
We consider the framework of penalized estimation where the penalty term...
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03/22/2022
Pattern recovery by SLOPE
LASSO and SLOPE are two popular methods for dimensionality reduction in ...
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02/17/2022
Pattern recovery and signal denoising by SLOPE when the design matrix is orthogonal
Sorted ℓ_1 Penalized Estimator (SLOPE) is a relatively new convex regula...
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11/29/2019
