conftrace_

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

Non-Convex Tensor Recovery from Local Measurements AAAI 2025
More Efficient Estimation of Multivariate Additive Models Based on Tensor Decomposition and Penalization JMLR 2024
Over-parameterized Student Model via Tensor Decomposition Boosted Knowledge Distillation NIPS 2024
Fast Sun-Aligned Outdoor Scene Relighting Based on TensoRF WACV 2024
Tensor-train methods for sequential state and parameter learning in state-space models JMLR 2024
Tensor-view Topological Graph Neural Network AISTATS 2024
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts NIPS 2024
Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering IJCAI 2024
Multi-Response Linear Discriminant Analysis in High Dimensions JMLR 2024
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models NAACL 2024
Efficient Leverage Score Sampling for Tensor Train Decomposition NIPS 2024
Efficiently Learning One-Hidden-Layer ReLU Networks via SchurPolynomials COLT 2024
CURSOR: Scalable Mixed-Order Hypergraph Matching with CUR Decomposition CVPR 2024
S2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering CVPR 2024
Superposed Atomic Representation for Robust High-Dimensional Data Recovery of Multiple Low-Dimensional Structures AAAI 2024
LowRankOcc: Tensor Decomposition and Low-Rank Recovery for Vision-based 3D Semantic Occupancy Prediction CVPR 2024
Identification of mixtures of discrete product distributions in near-optimal sample and time complexity COLT 2024
Tensor-Based Synchronization and the Low-Rankness of the Block Trifocal Tensor NIPS 2024
ESPACE: Dimensionality Reduction of Activations for Model Compression NIPS 2024
Embedded Feature Selection on Graph-Based Multi-View Clustering AAAI 2024
Efficient Nonparametric Tensor Decomposition for Binary and Count Data AAAI 2024
Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm NIPS 2024
Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression ACL 2024
Tensorized Label Learning on Anchor Graph AAAI 2024
The AL$\ell_0$CORE Tensor Decomposition for Sparse Count Data AISTATS 2024