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Tensor Decomposition

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TitleStatusHype
Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction—0
Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems—0
Identifiability of Nonnegative Tucker Decompositions -- Part I: Theory—0
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms—0
Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method—0
Flow-Through Tensors: A Unified Computational Graph Architecture for Multi-Layer Transportation Network Optimization—0
A Solution for Large Scale Nonlinear Regression with High Rank and Degree at Constant Memory Complexity via Latent Tensor Reconstruction—0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography—0
Convex Tensor Decomposition via Structured Schatten Norm Regularization—0
From Simulated to Visual Data: A Robust Low-Rank Tensor Completion Approach using lp-Regression for Outlier Resistance—0
Functional Complexity-adaptive Temporal Tensor Decomposition—0
Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting—0
Convolutional Neural Network Compression Based on Low-Rank Decomposition—0
Generalized Canonical Polyadic Tensor Decomposition—0
Dictionary-based Tensor Canonical Polyadic Decomposition—0
Generalized Higher-Order Tensor Decomposition via Parallel ADMM—0
Supervised tensor decomposition with features on multiple modes—0
Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decomposition—0
Cooperative ISAC-empowered Low-Altitude Economy—0
Geometry is All You Need: A Unified Taxonomy of Matrix and Tensor Factorization for Compression of Generative Language Models—0
Global and Local Structure Learning for Sparse Tensor Completion—0
Globally Convergent Accelerated Algorithms for Multilinear Sparse Logistic Regression with _0-constraints—0
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping—0
Gradient Flow Based Phase-Field Modeling Using Separable Neural Networks—0
Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition—0
Graph-Regularized Tensor Regression: A Domain-Aware Framework for Interpretable Multi-Way Financial Modelling—0
Graph signal aware decomposition of dynamic networks via latent graphs—0
Group Orbit Optimization: A Unified Approach to Data Normalization—0
Coupled Tensor Decomposition for Hyperspectral and Multispectral Image Fusion with Inter-Image Variability—0
Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-1 Updates—0
Guaranteed Simultaneous Asymmetric Tensor Decomposition via Orthogonalized Alternating Least Squares—0
Harmonic Retrieval with L_1-Tucker Tensor Decomposition—0
HEAT: Hardware-Efficient Automatic Tensor Decomposition for Transformer Compression—0
Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization—0
Block-Term Tensor Decomposition Model Selection and Computation: The Bayesian Way—0
sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation—0
Adaptive Granularity in Tensors: A Quest for Interpretable Structure—0
High Fidelity Interactive Video Segmentation Using Tensor Decomposition Boundary Loss Convolutional Tessellations and Context Aware Skip Connections—0
Identification of Dynamic functional brain network states Through Tensor Decomposition—0
High-Order Pooling for Graph Neural Networks with Tensor Decomposition—0
Handling The Non-Smooth Challenge in Tensor SVD: A Multi-Objective Tensor Recovery Framework—0
HOTCAKE: Higher Order Tucker Articulated Kernels for Deeper CNN Compression—0
How Informative is the Approximation Error from Tensor Decomposition for Neural Network Compression?—0
Algorithms from Invariants: Smoothed Analysis of Orbit Recovery over SO(3)—0
How to Train Unstable Looped Tensor Network—0
Human mobility synthesis using matrix and tensor factorizations—0
Hybrid Tensor Decomposition in Neural Network Compression—0
HyperNTF: A Hypergraph Regularized Nonnegative Tensor Factorization for Dimensionality Reduction—0
Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization—0
Dermoscopic Image Classification with Neural Style Transfer—0
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