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Tensor Decomposition

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TitleStatusHype
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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