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Tensor Decomposition

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TitleStatusHype
Convergence and Complexity Guarantee for Inexact First-order Riemannian Optimization Algorithms—0
A Simple and Scalable Tensor Completion Algorithm via Latent Invariant Constraint for Recommendation System—0
Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems—0
Federated Low-Rank Tensor Estimation for Multimodal Image Reconstruction—0
Feature-Independent Context Estimation for Automatic Image Annotation—0
FCNCP: A Coupled Nonnegative CANDECOMP/PARAFAC Decomposition Based on Federated Learning—0
A Semantic Filter Based on Relations for Knowledge Graph Completion—0
A Fast Parallel Tensor Decomposition with Optimal Stochastic Gradient Descent: an Application in Structural Damage Identification—0
Fast Tensor Completion via Approximate Richardson Iteration—0
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors—0
Functional Complexity-adaptive Temporal Tensor Decomposition—0
Consistency of Muscle Synergies Extracted via Higher-Order Tensor Decomposition Towards Myoelectric Control—0
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size—0
Generalized Canonical Polyadic Tensor Decomposition—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Generalized Higher-Order Tensor Decomposition via Parallel ADMM—0
Conditional Uncertainty Quantification for Tensorized Topological Neural Networks—0
A Scalable Factorization Approach for High-Order Structured Tensor Recovery—0
Fast Learnings of Coupled Nonnegative Tensor Decomposition Using Optimal Gradient and Low-rank Approximation—0
Faster Robust Tensor Power Method for Arbitrary Order—0
Global and Local Structure Learning for Sparse Tensor Completion—0
Globally Convergent Accelerated Algorithms for Multilinear Sparse Logistic Regression with _0-constraints—0
Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition—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
Conditional Imitation Learning for Multi-Agent Games—0
Group Orbit Optimization: A Unified Approach to Data Normalization—0
A Robust Spectral Algorithm for Overcomplete Tensor Decomposition—0
Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-1 Updates—0
Adversarial Top-K Ranking—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
Accelerating the Low-Rank Decomposed Models—0
sparseGeoHOPCA: A Geometric Solution to Sparse Higher-Order PCA Without Covariance Estimation—0
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing—0
Fast and robust tensor decomposition with applications to dictionary learning—0
Compression of Deep Learning Models for Text: A Survey—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
Fast and Guaranteed Tensor Decomposition via Sketching—0
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