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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
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