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Tensor Decomposition

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Showing 201–250 of 618 papers

TitleStatusHype
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
MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link PredictionCode1
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
Tensor networks in machine learning—0
Nonparametric Factor Trajectory Learning for Dynamic Tensor DecompositionCode0
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
Reducing the Control Overhead of Intelligent Reconfigurable Surfaces Via a Tensor-Based Low-Rank Factorization Approach—0
Canonical convolutional neural networksCode0
Dynamic MRI using Learned Transform-based Tensor Low-Rank Network (LT^2LR-Net)—0
Speech Artifact Removal from EEG Recordings of Spoken Word Production with Tensor Decomposition—0
STN: Scalable Tensorizing Networks via Structure-Aware Training and Adaptive Compression—0
A Unified Weight Initialization Paradigm for Tensorial Convolutional Neural NetworksCode1
Rethinking Bayesian Learning for Data Analysis: The Art of Prior and Inference in Sparsity-Aware Modeling—0
Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs—0
High-Order Pooling for Graph Neural Networks with Tensor Decomposition—0
Decoupling multivariate functions using a nonparametric filtered tensor decomposition—0
Tensor Shape Search for Optimum Data Compression—0
Exploring Extreme Parameter Compression for Pre-trained Language ModelsCode1
High-Order Multilinear Discriminant Analysis via Order-n Tensor Eigendecomposition—0
Tensor Decompositions for Hyperspectral Data Processing in Remote Sensing: A Comprehensive Review—0
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing—0
PIE: a Parameter and Inference Efficient Solution for Large Scale Knowledge Graph Embedding ReasoningCode1
On-Device Next-Item Recommendation with Self-Supervised Knowledge DistillationCode1
Polynomial-time Sparse Measure Recovery: From Mean Field Theory to Algorithm DesignCode0
Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic RepresentationsCode1
Learning Polynomial Transformations—0
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field InferenceCode0
DeepTensor: Low-Rank Tensor Decomposition with Deep Network Priors—0
A high-order tensor completion algorithm based on Fully-Connected Tensor Network weighted optimization—0
Compressed Channel Estimation for IRS-Assisted Millimeter Wave OFDM Systems: A Low-Rank Tensor Decomposition-Based Approach—0
Noisy Tensor Completion via Low-rank Tensor Ring—0
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