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tensor decomposition

375 papers

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Also known as

TD

Co-occurring keywords

low-rank approximation (323) model compression (3302) tucker decomposition (39) low-rank tensor (44) latent variable model (564) tensor completion (64) matrix factorization (529) variational inference (2069) spectral method (204) cp decomposition (19)

Papers

Reconstructing Training Data from Model Gradient, Provably AISTATS 2023
Approximately Optimal Core Shapes for Tensor Decompositions ICML 2023
Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering AAAI 2023
Switching Autoregressive Low-rank Tensor Models NIPS 2023
MARS: Masked Automatic Ranks Selection in Tensor Decompositions AISTATS 2023
Sharp Recovery Thresholds of Tensor PCA Spectral Algorithms NIPS 2023
Tensor4D: Efficient Neural 4D Decomposition for High-Fidelity Dynamic Reconstruction and Rendering CVPR 2023
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes NIPS 2023
Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems ICML 2023
Learning from Low Rank Tensor Data: A Random Tensor Theory Perspective UAI 2023
Tensorized Incomplete Multi-View Clustering with Intrinsic Graph Completion AAAI 2023
Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion ACL 2023
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars ACL 2023
Projected Tensor Power Method for Hypergraph Community Recovery ICML 2023
Many-body Approximation for Non-negative Tensors NIPS 2023
Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis CVPR 2023
Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data AISTATS 2023
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition NIPS 2023
Bayesian Continuous-Time Tucker Decomposition ICML 2022
A Random Matrix Perspective on Random Tensors JMLR 2022
Compressible-composable NeRF via Rank-residual Decomposition NIPS 2022
Tensor Wheel Decomposition and Its Tensor Completion Application NIPS 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022
A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract) AAAI 2022
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network JMLR 2022