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10/12/2021
On the Self-Penalization Phenomenon in Feature Selection
We describe an implicit sparsity-inducing mechanism based on minimizatio...
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06/17/2021
Taming Nonconvexity in Kernel Feature Selection—Favorable Properties of the Laplace Kernel
Kernel-based feature selection is an important tool in nonparametric sta...
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11/24/2020
A Self-Penalizing Objective Function for Scalable Interaction Detection
We tackle the problem of nonparametric variable selection with a focus o...
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02/09/2020
The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up
We present the findings of "The Alzheimer's Disease Prediction Of Longit...
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01/27/2018