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Tensor Decomposition

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Showing 201–250 of 618 papers

TitleStatusHype
Estimating Joint Probability Distribution With Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries—0
Learning-based Spatial and Angular Information Separation for Light Field Compression—0
On Model Compression for Neural Networks: Framework, Algorithm, and Convergence GuaranteeCode0
Upper Bound of Real Log Canonical Threshold of Tensor Decomposition and its Application to Bayesian Inference—0
Streaming data recovery via Bayesian tensor train decomposition—0
Knowledge Graph Completion based on Tensor Decomposition for Disease Gene PredictionCode0
A generalizable framework for low-rank tensor completion with numerical priorsCode0
Fast Learnings of Coupled Nonnegative Tensor Decomposition Using Optimal Gradient and Low-rank Approximation—0
Quantum-inspired tensor network for Earth science—0
Tensor Denoising via Amplification and Stable Rank Methods—0
Tensor4D: Efficient Neural 4D Decomposition for High-Fidelity Dynamic Reconstruction and Rendering—0
Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition—0
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor DecompositionCode0
Decomposable Sparse Tensor on Tensor Regression—0
Reconstructing Training Data from Model Gradient, Provably—0
Algorithm and Hardware Co-Design of Energy-Efficient LSTM Networks for Video Recognition with Hierarchical Tucker Tensor Decomposition—0
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression—0
Vandermonde Constrained Tensor Decomposition for Hybrid Beamforming in Multi-Carrier MIMO Systems—0
Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration—0
Coupled CP tensor decomposition with shared and distinct components for multi-task fMRI data fusion—0
Tensor Decomposition of Large-scale Clinical EEGs Reveals Interpretable Patterns of Brain PhysiologyCode0
The Perfect Match: RIS-enabled MIMO Channel Estimation Using Tensor Decomposition—0
Efficient Estimation for Longitudinal Networks via Adaptive Merging—0
Average-Case Complexity of Tensor Decomposition for Low-Degree Polynomials—0
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models—0
STN: a new tensor network method to identify stimulus category from brain activity pattern—0
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling—0
Moment Estimation for Nonparametric Mixture Models Through Implicit Tensor DecompositionCode0
Tucker-O-Minus Decomposition for Multi-view Tensor Subspace Clustering—0
Application Performance Modeling via Tensor CompletionCode0
SeKron: A Decomposition Method Supporting Many Factorization Structures—0
Modeling and Mining Multi-Aspect Graphs With Scalable Streaming Tensor Decomposition—0
Sampling-Based Decomposition Algorithms for Arbitrary Tensor NetworksCode0
Latent Matrices for Tensor Network Decomposition and to Tensor Completion—0
TensorAnalyzer: Identification of Urban Patterns in Big Cities using Non-Negative Tensor Factorization—0
Behind the Scenes of Gradient Descent: A Trajectory Analysis via Basis Function DecompositionCode0
Serialized Interacting Mixed Membership Stochastic Block ModelCode0
Subquadratic Kronecker Regression with Applications to Tensor DecompositionCode0
Estimating uterine activity from electrohysterogram measurements via statistical tensor decomposition—0
Tensor Decomposition based Personalized Federated Learning—0
Noisy Nonnegative Tucker Decomposition with Sparse Factors and Missing Data—0
DisenHCN: Disentangled Hypergraph Convolutional Networks for Spatiotemporal Activity PredictionCode0
Approximate Real Symmetric Tensor Rank—0
Towards Programmable Memory Controller for Tensor Decomposition—0
Near-Linear Time and Fixed-Parameter Tractable Algorithms for Tensor Decompositions—0
Nonparametric Factor Trajectory Learning for Dynamic Tensor DecompositionCode0
Tensor networks in machine learning—0
A Simple and Scalable Tensor Completion Algorithm via Latent Invariant Constraint for Recommendation System—0
STD-NET: Search of Image Steganalytic Deep-learning Architecture via Hierarchical Tensor DecompositionCode0
Reconfigurable Intelligent Surface-Aided 6G Massive Access: Coupled Tensor Modeling and Sparse Bayesian Learning—0
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