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05/22/2023
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space
In recent years, large language models (LMs) have achieved remarkable pr...
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10/13/2021
Data-Time Tradeoffs for Optimal k-Thresholding Algorithms in Compressed Sensing
Optimal k-thresholding algorithms are a class of sparse signal recovery ...
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03/29/2020
Dual-density-based reweighted ℓ_1-algorithms for a class of ℓ_0-minimization problems
The optimization problem with sparsity arises in many areas of science a...
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03/29/2020
Nonuniqueness of Solutions of a Class of ℓ_0-minimization Problems
Recently, finding the sparsest solution of an underdetermined linear sys...
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04/21/2019
