Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery

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Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery

5 January 2024

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Papers citing "Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery"

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Title
A Scalable Factorization Approach for High-Order Structured Tensor Recovery Zhen Qin Michael B. Wakin Zhihui Zhu 127 3 0 19 Jun 2025
Accelerating Large-Scale Regularized High-Order Tensor Recovery Wenjin Qin Hailin Wang Jingyao Hou Jianjun Wang 203 1 0 11 Jun 2025
Preconditioned Gradient Descent for Over-Parameterized Nonconvex Matrix FactorizationNeural Information Processing Systems (NeurIPS), 2025 G. Zhang Salar Fattahi Richard Y. Zhang 275 41 0 13 Apr 2025
Robust Low-rank Tensor Train RecoveryIEEE Transactions on Signal Processing (IEEE TSP), 2024 Zhen Qin Zhihui Zhu 200 3 0 19 Oct 2024
Computational and Statistical Guarantees for Tensor-on-Tensor Regression with Tensor Train DecompositionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Zhen Qin Zhihui Zhu 468 7 0 10 Jun 2024