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10/03/2022
On Stability and Generalization of Bilevel Optimization Problem
(Stochastic) bilevel optimization is a frequently encountered problem in...
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05/08/2022
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing
The block-term tensor decomposition model with multilinear rank-(L_r,L_r...
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06/16/2020
Differentially-private Federated Neural Architecture Search
Neural architecture search, which aims to automatically search for archi...
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05/14/2020
Tensor completion via nonconvex tensor ring rank minimization with guaranteed convergence
In recent studies, the tensor ring (TR) rank has shown high effectivenes...
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04/29/2020
Tensor train rank minimization with nonlocal self-similarity for tensor completion
The tensor train (TT) rank has received increasing attention in tensor c...
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04/06/2019
3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI
Brain tumor segmentation plays a pivotal role in medical image processin...
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03/05/2018