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Tensor Decomposition

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TitleStatusHype
E-commerce Anomaly Detection: A Bayesian Semi-Supervised Tensor Decomposition Approach using Natural Gradients—0
EEG Signal Dimensionality Reduction and Classification using Tensor Decomposition and Deep Convolutional Neural Networks—0
Efficient Algorithms for Verifying Kruskal Rank in Sparse Linear Regression and Related Applications—0
Efficient coordinate-descent for orthogonal matrices through Givens rotations—0
Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion—0
Broadcast Product: Shape-aligned Element-wise Multiplication and Beyond—0
Multidimensional Data Analysis Based on Block Convolutional Tensor Decomposition—0
Efficient Orthogonal Tensor Decomposition, with an Application to Latent Variable Model Learning—0
Efficient Relational Context Perception for Knowledge Graph Completion—0
Canonical Polyadic Decomposition and Deep Learning for Machine Fault Detection—0
Disentangling Observed Causal Effects from Latent Confounders using Method of Moments—0
Efficient Tensor Decomposition—0
An Efficient Real-Time Object Detection Framework on Resource-Constricted Hardware Devices via Software and Hardware Co-design—0
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition—0
Embedding Syntax and Semantics of Prepositions via Tensor Decomposition—0
Channel Estimation for Movable-Antenna MIMO Systems Via Tensor Decomposition—0
Enabling Tensor Decomposition for Time-Series Classification via A Simple Pseudo-Laplacian Contrast—0
End-to-end Learning of a Convolutional Neural Network via Deep Tensor Decomposition—0
Finite Sample Analysis of Tensor Decomposition for Learning Mixtures of Linear Systems—0
Discovery of Latent Factors in High-dimensional Data Using Tensor Methods—0
Enhanced channel estimation for double RIS-aided MIMO systems using coupled tensor decomposition—0
DinTucker: Scaling up Gaussian process models on multidimensional arrays with billions of elements—0
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk—0
Entanglement-Embedded Recurrent Network Architecture: Tensorized Latent State Propagation and Chaos Forecasting—0
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition—0
ESPACE: Dimensionality Reduction of Activations for Model Compression—0
Estimating Joint Probability Distribution With Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries—0
Estimating uterine activity from electrohysterogram measurements via statistical tensor decomposition—0
Exact nuclear norm, completion and decomposition for random overcomplete tensors via degree-4 SOS—0
Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition under Reshuffling—0
Examining Changes in Internal Representations of Continual Learning Models Through Tensor Decomposition—0
Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods—0
Compressed Channel Estimation for IRS-Assisted Millimeter Wave OFDM Systems: A Low-Rank Tensor Decomposition-Based Approach—0
F-INR: Functional Tensor Decomposition for Implicit Neural Representations—0
Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA—0
FALCON: Lightweight and Accurate Convolution—0
Dictionary Learning and Tensor Decomposition via the Sum-of-Squares Method—0
Fast and Guaranteed Tensor Decomposition via Sketching—0
Fast and robust tensor decomposition with applications to dictionary learning—0
Fast and Structured Block-Term Tensor Decomposition For Hyperspectral Unmixing—0
Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition—0
Faster Robust Tensor Power Method for Arbitrary Order—0
Conditional Imitation Learning for Multi-Agent Games—0
Fast Learnings of Coupled Nonnegative Tensor Decomposition Using Optimal Gradient and Low-rank Approximation—0
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling—0
Fast Satellite Tensorial Radiance Field for Multi-date Satellite Imagery of Large Size—0
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors—0
Fast Tensor Completion via Approximate Richardson Iteration—0
Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting—0
Dictionary-based Tensor Canonical Polyadic Decomposition—0
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