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tensor decomposition

397 papers

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TD

Co-occurring keywords · papers mentioning both

low-rank approximation (39) model compression (34) tucker decomposition (31) latent variable model (23) low-rank tensor (22) matrix factorization (18) tensor completion (16) spectral method (16) variational inference (16) cp decomposition (15)

Papers

Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts NeurIPS 2024 Geometry-aware training of factorized layers in tensor Tucker format NeurIPS 2024 Identification of mixtures of discrete product distributions in near-optimal sample and time complexity COLT 2024 Improving Robustness for Joint Optimization of Camera Pose and Decomposed Low-Rank Tensorial Radiance Fields AAAI 2024 Knowledge Graph Completion by Intermediate Variables Regularization NeurIPS 2024 Learning Low-Rank Tensor Cores with Probabilistic ℓ0-Regularized Rank Selection for Model Compression IJCAI 2024 LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models NAACL 2024 LowRankOcc: Tensor Decomposition and Low-Rank Recovery for Vision-based 3D Semantic Occupancy Prediction CVPR 2024 More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization JMLR 2024 Multi-Response Linear Discriminant Analysis in High Dimensions JMLR 2024 Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation NeurIPS 2024 Performance Gaps in Multi-view Clustering under the Nested Matrix-Tensor Model ICLR 2024 Reinforcement Nash Equilibrium Solver IJCAI 2024 S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering CVPR 2024 Sample Efficient Learning of Factored Embeddings of Tensor Fields AISTATS 2024 Sharp analysis of power iteration for tensor PCA JMLR 2024 Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm NeurIPS 2024 Superposed Atomic Representation for Robust High-Dimensional Data Recovery of Multiple Low-Dimensional Structures AAAI 2024 Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NeurIPS 2024 Tensorized Label Learning on Anchor Graph AAAI 2024 Tensor-train methods for sequential state and parameter learning in state-space models JMLR 2024 Tensor-view Topological Graph Neural Network AISTATS 2024 The ALℓ_0CORE Tensor Decomposition for Sparse Count Data AISTATS 2024 Towards Multi-Mode Outlier Robust Tensor Ring Decomposition AAAI 2024 Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression ACL 2024