Browse State-of-the-Art › Tensor Decomposition › Papers, page 6

Tensor Decomposition

Papers archive 2025-07-28

archive papers tagged: 618 · with a code link: 154 · where Syntology ran a sample: 32 (28 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (32 of 618 tagged: 28 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 6 of 7: papers 501 to 600 of 618, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Learning Paths from Signature Tensors
  5 Sep 2018 0 repositories listed
• Online ICA: Understanding Global Dynamics of Nonconvex Optimization via Diffusion Processes
  29 Aug 2018 0 repositories listed
• Generalized Canonical Polyadic Tensor Decomposition
  22 Aug 2018 0 repositories listed
• Modelling hidden structure of signals in group data analysis with modified (Lr, 1) and block-term decompositions
  7 Aug 2018 0 repositories listed
• OCTen: Online Compression-based Tensor Decomposition
  3 Jul 2018 0 repositories listed
• Extension of PCA to Higher Order Data Structures: An Introduction to Tensors, Tensor Decompositions, and Tensor PCA
  26 Jun 2018 0 repositories listed
• Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach
  13 Jun 2018 0 repositories listed
• Guaranteed Simultaneous Asymmetric Tensor Decomposition via Orthogonalized Alternating Least Squares
  25 May 2018 0 repositories listed
• Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression
  25 May 2018 0 repositories listed
• Embedding Syntax and Semantics of Prepositions via Tensor Decomposition
  23 May 2018 0 repositories listed
• Beyond Unfolding: Exact Recovery of Latent Convex Tensor Decomposition under Reshuffling
  22 May 2018 0 repositories listed
• Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion
  22 May 2018 0 repositories listed
• A Tensor-Based Sub-Mode Coordinate Algorithm for Stock Prediction
  21 May 2018 0 repositories listed
• End-to-end Learning of a Convolutional Neural Network via Deep Tensor Decomposition
  16 May 2018 0 repositories listed
• Reciprocal Attention Fusion for Visual Question Answering
  11 May 2018 0 repositories listed
• Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization
  26 Apr 2018 0 repositories listed
• Semi-supervised Content-based Detection of Misinformation via Tensor Embeddings
  24 Apr 2018 0 repositories listed
• E-commerce Anomaly Detection: A Bayesian Semi-Supervised Tensor Decomposition Approach using Natural Gradients
  11 Apr 2018 0 repositories listed
• Multiresolution Tensor Decomposition for Multiple Spatial Passing Networks
  3 Mar 2018 0 repositories listed
• On the Connection Between Learning Two-Layers Neural Networks and Tensor Decomposition
  20 Feb 2018 0 repositories listed
• Nonnegative PARAFAC2: a flexible coupling approach
  14 Feb 2018 0 repositories listed
• Curve Registered Coupled Low Rank Factorization
  9 Feb 2018 0 repositories listed
• Spectral Learning of Binomial HMMs for DNA Methylation Data
  7 Feb 2018 0 repositories listed
• Sparse and Low-rank Tensor Estimation via Cubic Sketchings
  29 Jan 2018 0 repositories listed
• Object-based Multipass InSAR via Robust Low Rank Tensor Decomposition
  23 Jan 2018 0 repositories listed
• Baseline-corrected space-by-time non-negative matrix factorization for decoding single trial population spike trains
  1 Jan 2018 0 repositories listed
• Learning Covariate-Specific Embeddings with Tensor Decompositions
  1 Jan 2018 0 repositories listed
• Revisiting Knowledge Base Embedding as Tensor Decomposition
  1 Jan 2018 0 repositories listed
• Learning Compact Recurrent Neural Networks with Block-Term Tensor Decomposition
  14 Dec 2017 0 repositories listed
• tHoops: A Multi-Aspect Analytical Framework Spatio-Temporal Basketball Data
  4 Dec 2017 0 repositories listed
• Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays
  1 Dec 2017 0 repositories listed
• Tensor Decompositions for Modeling Inverse Dynamics
  13 Nov 2017 0 repositories listed
• Weighted Tensor Decomposition for Learning Latent Variables with Partial Data
  18 Oct 2017 0 repositories listed
• CTD: Fast, Accurate, and Interpretable Method for Static and Dynamic Tensor Decompositions
  9 Oct 2017 0 repositories listed
• Bayesian estimation from few samples: community detection and related problems
  30 Sep 2017 0 repositories listed
• Balancing Interpretability and Predictive Accuracy for Unsupervised Tensor Mining
  4 Sep 2017 0 repositories listed
• SamBaTen: Sampling-based Batch Incremental Tensor Decomposition
  3 Sep 2017 0 repositories listed
• Clustering Patients with Tensor Decomposition
  29 Aug 2017 0 repositories listed
• Tensor Decomposition via Simultaneous Power Iteration
  1 Aug 2017 0 repositories listed
• Tensor Decomposition with Smoothness
  1 Aug 2017 0 repositories listed
• Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition
  8 Jul 2017 0 repositories listed
• Learning the Multilinear Structure of Visual Data
  1 Jul 2017 0 repositories listed
• Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm
  1 Jul 2017 0 repositories listed
• Tensor-based approach to accelerate deformable part models
  29 Jun 2017 0 repositories listed
• Fast and robust tensor decomposition with applications to dictionary learning
  27 Jun 2017 0 repositories listed
• The Matrix Hilbert Space and Its Application to Matrix Learning
  25 Jun 2017 0 repositories listed
• On the Optimization Landscape of Tensor Decompositions
  18 Jun 2017 0 repositories listed
• Predictive State Recurrent Neural Networks
  25 May 2017 0 repositories listed
• Dictionary-based Tensor Canonical Polyadic Decomposition
  3 Apr 2017 0 repositories listed
• Orthogonalized ALS: A Theoretically Principled Tensor Decomposition Algorithm for Practical Use
  6 Mar 2017 0 repositories listed
• Strongly-Typed Agents are Guaranteed to Interact Safely
  24 Feb 2017 0 repositories listed
• Non-negative Tensor Factorization for Human Behavioral Pattern Mining in Online Games
  19 Feb 2017 0 repositories listed
• Provable learning of Noisy-or Networks
  28 Dec 2016 0 repositories listed
• Tensor Decompositions via Two-Mode Higher-Order SVD (HOSVD)
  12 Dec 2016 0 repositories listed
• Reweighted Low-Rank Tensor Decomposition based on t-SVD and its Applications in Video Denoising
  18 Nov 2016 0 repositories listed
• The Power of Normalization: Faster Evasion of Saddle Points
  15 Nov 2016 0 repositories listed
• Tensor Decomposition via Variational Auto-Encoder
  3 Nov 2016 0 repositories listed
• Learning to Represent Review with Tensor Decomposition for Spam Detection
  1 Nov 2016 0 repositories listed
• Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks
  26 Oct 2016 0 repositories listed
• Polynomial-time Tensor Decompositions with Sum-of-Squares
  6 Oct 2016 0 repositories listed
• Solving a Mixture of Many Random Linear Equations by Tensor Decomposition and Alternating Minimization
  19 Aug 2016 0 repositories listed
• Tensor Decomposition for Signal Processing and Machine Learning
  6 Jul 2016 0 repositories listed
• Approximate Joint Matrix Triangularization
  2 Jul 2016 0 repositories listed
• Online and Differentially-Private Tensor Decomposition
  20 Jun 2016 0 repositories listed
• Discovery of Latent Factors in High-dimensional Data Using Tensor Methods
  10 Jun 2016 0 repositories listed
• Unsupervised Learning of Word-Sequence Representations from Scratch via Convolutional Tensor Decomposition
  10 Jun 2016 0 repositories listed
• Adversarial Top-K Ranking
  15 Feb 2016 0 repositories listed
• Comprehensive Feature-based Robust Video Fingerprinting Using Tensor Model
  27 Jan 2016 0 repositories listed
• Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors
  8 Dec 2015 0 repositories listed
• Sparse and Low-Rank Tensor Decomposition
  1 Dec 2015 0 repositories listed
• Tensor vs Matrix Methods: Robust Tensor Decomposition under Block Sparse Perturbations
  15 Oct 2015 0 repositories listed
• Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data
  29 Aug 2015 0 repositories listed
• Beating the Perils of Non-Convexity: Guaranteed Training of Neural Networks using Tensor Methods
  28 Jun 2015 0 repositories listed
• Doubly Decomposing Nonparametric Tensor Regression
  19 Jun 2015 0 repositories listed
• Fast and Guaranteed Tensor Decomposition via Sketching
  14 Jun 2015 0 repositories listed
• Convolutional Dictionary Learning through Tensor Factorization
  10 Jun 2015 0 repositories listed
• Feature-Independent Context Estimation for Automatic Image Annotation
  1 Jun 2015 0 repositories listed
• Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice
  15 May 2015 0 repositories listed
• Deep Learning and Continuous Representations for Natural Language Processing
  1 May 2015 0 repositories listed
• Decomposing Overcomplete 3rd Order Tensors using Sum-of-Squares Algorithms
  21 Apr 2015 0 repositories listed
• Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization
  7 Apr 2015 0 repositories listed
• A Comparative Analysis of Tensor Decomposition Models Using Hyper Spectral Image
  23 Mar 2015 0 repositories listed
• Learning Mixed Membership Community Models in Social Tagging Networks through Tensor Methods
  16 Mar 2015 0 repositories listed
• Automatic Unsupervised Tensor Mining with Quality Assessment
  11 Mar 2015 0 repositories listed
• Tensor decomposition with generalized lasso penalties
  24 Feb 2015 0 repositories listed
• Provable Sparse Tensor Decomposition
  5 Feb 2015 0 repositories listed
• Per-Block-Convex Data Modeling by Accelerated Stochastic Approximation
  29 Jan 2015 0 repositories listed
• Max vs Min: Tensor Decomposition and ICA with nearly Linear Sample Complexity
  9 Dec 2014 0 repositories listed
• Provable Tensor Methods for Learning Mixtures of Generalized Linear Models
  9 Dec 2014 0 repositories listed
• Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion
  1 Dec 2014 0 repositories listed
• Low-Rank Approximation and Completion of Positive Tensors
  1 Dec 2014 0 repositories listed
• Robust Tensor Decomposition with Gross Corruption
  1 Dec 2014 0 repositories listed
• Minimal Realization Problems for Hidden Markov Models
  13 Nov 2014 0 repositories listed
• Learning Mixed Multinomial Logit Model from Ordinal Data
  1 Nov 2014 0 repositories listed
• Learning Mixtures of Ranking Models
  31 Oct 2014 0 repositories listed
• An Online Algorithm for Learning Selectivity to Mixture Means
  30 Oct 2014 0 repositories listed
• Model Selection for Topic Models via Spectral Decomposition
  23 Oct 2014 0 repositories listed
• Group Orbit Optimization: A Unified Approach to Data Normalization
  3 Oct 2014 0 repositories listed
• Identification of Dynamic functional brain network states Through Tensor Decomposition
  2 Oct 2014 0 repositories listed
• Typed Tensor Decomposition of Knowledge Bases for Relation Extraction
  1 Oct 2014 0 repositories listed