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08/18/2023
Sharp minimax optimality of LASSO and SLOPE under double sparsity assumption
This paper introduces a rigorous approach to establish the sharp minimax...
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05/07/2023
A minimax optimal approach to high-dimensional double sparse linear regression
In this paper, we focus our attention on the high-dimensional double spa...
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07/25/2022
Minimax Rates for High-dimensional Double Sparse Structure over ℓ_q-balls
In this paper, we focus on the high-dimensional double sparse structure,...
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05/27/2022
V-Doc : Visual questions answers with Documents
We propose V-Doc, a question-answering tool using document images and PD...
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10/19/2021
abess: A Fast Best Subset Selection Library in Python and R
We introduce a new library named abess that implements a unified framewo...
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04/23/2021