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07/16/2021
Chi-square and normal inference in high-dimensional multi-task regression
The paper proposes chi-square and normal inference methodologies for the...
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12/26/2019
Second order Poincaré inequalities and de-biasing arbitrary convex regularizers when p/n → γ
A new Central Limit Theorem (CLT) is developed for random variables of t...
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02/24/2019
De-Biasing The Lasso With Degrees-of-Freedom Adjustment
This paper studies schemes to de-bias the Lasso in sparse linear regress...
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04/04/2018
