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low-rank tensor

44 papers

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Co-occurring keywords

tensor decomposition (375) tensor completion (64) matrix completion (356) low-rank approximation (323) tensor factorization (90) tucker decomposition (39) tensor regression (19) convex optimization (1321) multi-view clustering (199) nuclear norm (79)

Papers

Score-Based Model for Low-Rank Tensor Recovery AAAI 2026
Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models EMNLP 2025
KOALA: Kernel Coupling and Element Imputation Induced Multi-View Clustering AAAI 2025
Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering IJCAI 2024
Low-Rank Kernel Tensor Learning for Incomplete Multi-View Clustering AAAI 2024
Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence JMLR 2023
Learning from Low Rank Tensor Data: A Random Tensor Theory Perspective UAI 2023
Group SLOPE Penalized Low-Rank Tensor Regression JMLR 2023
Provable Tensor-Train Format Tensor Completion by Riemannian Optimization JMLR 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion AISTATS 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements JMLR 2022
Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space CVPR 2022
Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021
Clustering Ensemble Meets Low-rank Tensor Approximation AAAI 2021
Understanding Deflation Process in Over-parametrized Tensor Decomposition NIPS 2021
Tensor denoising and completion based on ordinal observations ICML 2020
Unified Graph and Low-Rank Tensor Learning for Multi-View Clustering AAAI 2020
Sparse and Low-rank Tensor Estimation via Cubic Sketchings AISTATS 2020
Tensor Completion Made Practical NIPS 2020
Union of Low-Rank Tensor Spaces: Clustering and Completion JMLR 2020
Nonconvex Low-Rank Tensor Completion from Noisy Data NIPS 2019
Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations ICML 2019
Non-Convex Projected Gradient Descent for Generalized Low-Rank Tensor Regression JMLR 2019
T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor CVPR 2019
Low-Rank Tensor Completion With a New Tensor Nuclear Norm Induced by Invertible Linear Transforms CVPR 2019