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02/21/2023
Stepdown SLOPE for Controlled Feature Selection
Sorted L-One Penalized Estimation (SLOPE) has shown the nice theoretical...
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02/20/2023
Stability-based Generalization Analysis for Mixtures of Pointwise and Pairwise Learning
Recently, some mixture algorithms of pointwise and pairwise learning (PP...
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02/20/2023
On the Stability and Generalization of Triplet Learning
Triplet learning, i.e. learning from triplet data, has attracted much at...
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03/09/2022
Error-based Knockoffs Inference for Controlled Feature Selection
Recently, the scheme of model-X knockoffs was proposed as a promising so...
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02/06/2019