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07/03/2023
Tracking Tensor Ring Decompositions of Streaming Tensors
Tensor ring (TR) decomposition is an efficient approach to discover the ...
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03/29/2023
Block-Randomized Stochastic Methods for Tensor Ring Decomposition
Tensor ring (TR) decomposition is a simple but effective tensor network ...
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10/20/2022
Practical Alternating Least Squares for Tensor Ring Decomposition
Tensor ring (TR) decomposition has been widely applied as an effective a...
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09/12/2022
Practical Sketching-Based Randomized Tensor Ring Decomposition
Based on sketching techniques, we propose two randomized algorithms for ...
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02/16/2022
Contextualize differential privacy in image database: a lightweight image differential privacy approach based on principle component analysis inverse
Differential privacy (DP) has been the de-facto standard to preserve pri...
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01/03/2022
Sketch-and-project methods for tensor linear systems
We first extend the famous sketch-and-project method and its adaptive va...
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03/06/2021