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Tensor Decomposition

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TitleStatusHype
How to Train Unstable Looped Tensor Network—0
A Robust Spectral Algorithm for Overcomplete Tensor Decomposition—0
Joint Probability Estimation Using Tensor Decomposition and Dictionaries—0
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language ModelsCode1
Delta family approach for the stochastic control problems of utility maximization—0
Fast algorithm for overcomplete order-3 tensor decomposition—0
Tensor Moments of Gaussian Mixture Models: Theory and ApplicationsCode0
Multivariate Analysis for Multiple Network Data via Semi-Symmetric Tensor PCA—0
Data-driven emergence of convolutional structure in neural networks—0
Consistent Collaborative Filtering via Tensor DecompositionCode1
Tensor-based Basis Function Learning for Three-dimensional Sound Speed Fields—0
Stochastic regularized majorization-minimization with weakly convex and multi-convex surrogatesCode0
Conditional Imitation Learning for Multi-Agent Games—0
Selective Multiple Power Iteration: from Tensor PCA to gradient-based exploration of landscapes—0
A New Measure of Model Redundancy for Compressed Convolutional Neural Networks—0
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph EmbeddingsCode1
Low-rank Tensor Decomposition for Compression of Convolutional Neural Networks Using Funnel Regularization—0
A Tensor-BTD-based Modulation for Massive Unsourced Random Access—0
Lower and Upper Bounds on the Pseudo-Dimension of Tensor Network Models—0
Probabilistic Tensor Decomposition of Neural Population Spiking ActivityCode0
Harmonic Retrieval with L_1-Tucker Tensor Decomposition—0
Dimensionality Reduction of Longitudinal 'Omics Data using Modern Tensor FactorizationCode1
Vec2Node: Self-training with Tensor Augmentation for Text Classification with Few Labels—0
A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification—0
Low-Rank+Sparse Tensor Compression for Neural Networks—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
Landscape analysis of an improved power method for tensor decomposition—0
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio SignalsCode0
Streaming Generalized Canonical Polyadic Tensor DecompositionsCode0
More Efficient Sampling for Tensor Decomposition With Worst-Case GuaranteesCode0
Applying Differential Privacy to Tensor Completion—0
A Generalized Hierarchical Nonnegative Tensor DecompositionCode0
Multi-Mode Deep Matrix and Tensor Factorization—0
Knowledge Graph Completion as Tensor Decomposition: A Genreal Form and Tensor N-rank Regularization—0
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance—0
Reconfigurable Low-latency Memory System for Sparse Matricized Tensor Times Khatri-Rao Product on FPGA—0
Multi-Tensor Network Representation for High-Order Tensor Completion—0
Large-Scale Learning with Fourier Features and Tensor DecompositionsCode1
Temporal Network Embedding via Tensor Factorization—0
Tensor completion using geodesics on Segre manifolds—0
Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis SystemsCode0
Attribute Guided Sparse Tensor-Based Model for Person Re-Identification—0
Towards Efficient Tensor Decomposition-Based DNN Model Compression with Optimization Framework—0
Integrating Deep Learning and Augmented Reality to Enhance Situational Awareness in Firefighting Environments—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection—0
COVID-19 Multidimensional Kaggle Literature Organization—0
Latent Space Model for Higher-order Networks and Generalized Tensor Decomposition—0
Tensor decomposition of higher-order correlations by nonlinear Hebbian plasticityCode0
Lower and Upper Bounds on the VC-Dimension of Tensor Network Models—0
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