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tensor completion

72 papers

Papers

Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent JMLR 2026 Self-Attention Driven Tensor Representation for High-Order Data Recovery CVPR 2026 Wedge Sampling: Efficient Tensor Completion with Nearly-Linear Sample Complexity COLT 2026 Fast Tensor Completion via Approximate Richardson Iteration ICML 2025 KOALA: Kernel Coupling and Element Imputation Induced Multi-View Clustering AAAI 2025 Learn Multi-task Anchor: Joint View Imputation and Label Generation for Incomplete Multi-view Clustering IJCAI 2025 Meta-learning from Heterogeneous Tensors for Few-shot Tensor Completion AISTATS 2025 Preconditioned Riemannian Gradient Descent Algorithm for Low-Multilinear-Rank Tensor Completion ICML 2025 A non-backtracking method for long matrix and tensor completion COLT 2024 Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model ICML 2024 Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity AISTATS 2024 CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation NSDI 2023 Entity Disambiguation on a Tight Labeling Budget EMNLP 2023 Implicit Regularization and Entrywise Convergence of Riemannian Optimization for Low Tucker-Rank Tensor Completion JMLR 2023 Many-body Approximation for Non-negative Tensors NeurIPS 2023 Scalable and robust tensor ring decomposition for large-scale data UAI 2023 TeAST: Temporal Knowledge Graph Embedding via Archimedean Spiral Timeline ACL 2023 Under-Counted Tensor Completion with Neural Incorporation of Attributes ICML 2023 Fast Algorithm for Low-Rank Tensor Completion in Delay-Embedded Space CVPR 2022 GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion IJCAI 2022 Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization JMLR 2022 Nonnegative Low-Rank Tensor Completion via Dual Formulation With Applications to Image and Video Completion WACV 2022 Nonnegative Tensor Completion via Integer Optimization NeurIPS 2022 Provable Tensor-Train Format Tensor Completion by Riemannian Optimization JMLR 2022 Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion AISTATS 2022