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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

Multi-Response Linear Discriminant Analysis in High Dimensions JMLR 2024
Identification of mixtures of discrete product distributions in near-optimal sample and time complexity COLT 2024
S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering CVPR 2024
Towards Multi-Mode Outlier Robust Tensor Ring Decomposition AAAI 2024
Sample Efficient Learning of Factored Embeddings of Tensor Fields AISTATS 2024
Sharp analysis of power iteration for tensor PCA JMLR 2024
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization NIPS 2024
A tensor factorization model of multilayer network interdependence JMLR 2024
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm NIPS 2024
Knowledge Graph Completion by Intermediate Variables Regularization NIPS 2024
Tensor-train methods for sequential state and parameter learning in state-space models JMLR 2024
CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition CVPR 2024
Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis CVPR 2023
Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars ACL 2023
Dynamic Tensor Decomposition via Neural Diffusion-Reaction Processes NIPS 2023
Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence JMLR 2023
Improved Representation Learning Through Tensorized Autoencoders AISTATS 2023
Tensor decomposition for minimization of E2E SLU model toward on-device processing INTERSPEECH 2023
Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion ACL 2023
Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition NIPS 2023
Enhancing Scalability of Pre-trained Language Models via Efficient Parameter Sharing EMNLP 2023
Learning Good State and Action Representations for Markov Decision Process via Tensor Decomposition JMLR 2023
Undirected Probabilistic Model for Tensor Decomposition NIPS 2023
Enhanced Tensor Low-Rank and Sparse Representation Recovery for Incomplete Multi-View Clustering AAAI 2023
Tensor-based Kernel Machines with Structured Inducing Points for Large and High-Dimensional Data AISTATS 2023