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Tensor Decomposition

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TitleStatusHype
Approximate PCFG Parsing Using Tensor Decomposition—0
Several Approximation Algorithms for Sparse Best Rank-1 Approximation to Higher-Order Tensors—0
A Robust Spectral Algorithm for Overcomplete Tensor Decomposition—0
A Scalable Factorization Approach for High-Order Structured Tensor Recovery—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
A Simple and Scalable Tensor Completion Algorithm via Latent Invariant Constraint for Recommendation System—0
A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction—0
A Tensor-Based Sub-Mode Coordinate Algorithm for Stock Prediction—0
A Tensor-BTD-based Modulation for Massive Unsourced Random Access—0
A Time-aware tensor decomposition for tracking evolving patterns—0
Attribute Guided Sparse Tensor-Based Model for Person Re-Identification—0
Automatic Unsupervised Tensor Mining with Quality Assessment—0
Auto Tensor Singular Value Thresholding: A Non-Iterative and Rank-Free Framework for Tensor Denoising—0
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials—0
Balancing Interpretability and Predictive Accuracy for Unsupervised Tensor Mining—0
Baseline-corrected space-by-time non-negative matrix factorization for decoding single trial population spike trains—0
Bayesian estimation from few samples: community detection and related problems—0
Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting—0
Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods—0
Beyond Lazy Training for Over-parameterized Tensor Decomposition—0
Biology-inspired joint distribution neurons based on Hierarchical Correlation Reconstruction allowing for multidirectional neural networks—0
Blind Direction-of-Arrival Estimation in Acoustic Vector-Sensor Arrays via Tensor Decomposition and Kullback-Leibler Divergence Covariance Fitting—0
Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach—0
Broadcast Product: Shape-aligned Element-wise Multiplication and Beyond—0
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection—0
Channel Estimation for Beyond Diagonal RIS via Tensor Decomposition—0
Channel Estimation for Movable-Antenna MIMO Systems Via Tensor Decomposition—0
Clustering Patients with Tensor Decomposition—0
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models—0
CNN inference acceleration using dictionary of centroids—0
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition—0
Complex-valued Adaptive System Identification via Low-Rank Tensor Decomposition—0
Compositional Hierarchical Tensor Factorization: Representing Hierarchical Intrinsic and Extrinsic Causal Factors—0
Comprehensive Feature-based Robust Video Fingerprinting Using Tensor Model—0
Compressed Channel Estimation for IRS-Assisted Millimeter Wave OFDM Systems: A Low-Rank Tensor Decomposition-Based Approach—0
Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition—0
Compression of Deep Learning Models for Text: A Survey—0
Conditional Imitation Learning for Multi-Agent Games—0
Conditional Uncertainty Quantification for Tensorized Topological Neural Networks—0
Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control—0
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms—0
Convex Tensor Decomposition via Structured Schatten Norm Regularization—0
Convolutional Dictionary Learning through Tensor Factorization—0
Convolutional Neural Network Compression Based on Low-Rank Decomposition—0
Cooperative Bistatic ISAC Systems for Low-Altitude Economy—0
Cooperative ISAC-empowered Low-Altitude Economy—0
Correlation-based Initialization Algorithm for Tensor-based HSI Compression Methods—0
Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs—0
Coupled CP tensor decomposition with shared and distinct components for multi-task fMRI data fusion—0
A Unified Framework for Coupled Tensor Completion—0
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