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Tensor Decomposition

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TitleStatusHype
Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks—0
Tensor Decomposition for Compressing Recurrent Neural NetworkCode0
Learning Binary Latent Variable Models: A Tensor Eigenpair ApproachCode0
CoVeR: Learning Covariate-Specific Vector Representations with Tensor DecompositionsCode0
On the Connection Between Learning Two-Layers Neural Networks and Tensor Decomposition—0
Nonnegative PARAFAC2: a flexible coupling approach—0
Legendre Decomposition for TensorsCode0
Curve Registered Coupled Low Rank Factorization—0
Spectral Learning of Binomial HMMs for DNA Methylation Data—0
Sparse and Low-rank Tensor Estimation via Cubic Sketchings—0
Object-based Multipass InSAR via Robust Low Rank Tensor Decomposition—0
Learning Covariate-Specific Embeddings with Tensor Decompositions—0
Revisiting Knowledge Base Embedding as Tensor Decomposition—0
Baseline-corrected space-by-time non-negative matrix factorization for decoding single trial population spike trains—0
Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural NetworksCode0
Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition—0
tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data—0
Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays—0
Fitting Low-Rank Tensors in Constant TimeCode0
Introduction to Tensor Decompositions and their Applications in Machine LearningCode0
Tensor Decompositions for Modeling Inverse Dynamics—0
Weighted Tensor Decomposition for Learning Latent Variables with Partial Data—0
CTD: Fast, Accurate, and Interpretable Method for Static and Dynamic Tensor Decompositions—0
Bayesian estimation from few samples: community detection and related problems—0
Balancing Interpretability and Predictive Accuracy for Unsupervised Tensor Mining—0
SamBaTen: Sampling-based Batch Incremental Tensor Decomposition—0
Clustering Patients with Tensor Decomposition—0
Tensor Decomposition via Simultaneous Power Iteration—0
Tensor Decomposition with Smoothness—0
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition—0
Learning the Multilinear Structure of Visual Data—0
Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm—0
Tensor-based approach to accelerate deformable part models—0
Fast and robust tensor decomposition with applications to dictionary learning—0
The Matrix Hilbert Space and Its Application to Matrix Learning—0
On the Optimization Landscape of Tensor Decompositions—0
Predictive State Recurrent Neural Networks—0
Dictionary-based Tensor Canonical Polyadic Decomposition—0
Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use—0
Strongly-Typed Agents are Guaranteed to Interact Safely—0
Non-negative Tensor Factorization for Human Behavioral Pattern Mining in Online Games—0
Provable learning of Noisy-or Networks—0
Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD)—0
Sublinear Time Orthogonal Tensor DecompositionCode0
Reweighted Low-Rank Tensor Decomposition based on t-SVD and its Applications in Video Denoising—0
The Power of Normalization: Faster Evasion of Saddle Points—0
Tensor Decomposition via Variational Auto-Encoder—0
Learning to Represent Review with Tensor Decomposition for Spam Detection—0
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks—0
Polynomial-time Tensor Decompositions with Sum-of-Squares—0
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