Standout Papers
Citation Impact
Citing Papers
A Three-Way Model for Collective Learning on Multi-Relational Data
2011 Standout
Tensor decompositions for learning latent variable models
2014 Standout
Tensor Analyzers
2013 StandoutNobel
Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
2010 Standout
Approximation Error for Quasi-Interpolators and (Multi-)Wavelet Expansions
1999
Transforming Boolean models to continuous models: methodology and application to T-cell receptor signaling
2009
SCANPY: large-scale single-cell gene expression data analysis
2018 Standout
Discovering faster matrix multiplication algorithms with reinforcement learning
2022 StandoutNatureNobel
Tensor Regression with Applications in Neuroimaging Data Analysis
2013 Standout
2002
TT-cross approximation for multidimensional arrays
2009 Standout
A Unified Algorithmic Framework for Block-Structured Optimization Involving Big Data: With applications in machine learning and signal processing
2015 Standout
A Riemannian Framework for Tensor Computing
2005 Standout
On the Ideals of Secant Varieties of Segre Varieties
2004
Tensor Decomposition for Signal Processing and Machine Learning
2017 Standout
Total Positivity: Tests and Parametrizations
2000
Ranks of tensors, secant varieties of Segre varieties and fat points
2002
Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey
2020 Standout
Scalable tensor factorizations for incomplete data
2010 Standout
Tensor Rank and the Ill-Posedness of the Best Low-Rank Approximation Problem
2008 Standout
Triangular NURBS and their dynamic generalizations
1997
On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization
2018 Standout
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
2015 Standout
Multilayer networks
2014 Standout
Sampling-50 years after Shannon
2000 Standout
A chronology of interpolation: from ancient astronomy to modern signal and image processing
2002
Factorization strategies for third-order tensors
2010 Standout
Isogeometric analysis: CAD, finite elements, NURBS, exact geometry and mesh refinement
2005 Standout
Geometry and the complexity of matrix multiplication
2008
Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations
2009 Standout
2016 Standout
Double Bruhat cells and total positivity
1999
A Block Coordinate Descent Method for Regularized Multiconvex Optimization with Applications to Nonnegative Tensor Factorization and Completion
2013 Standout
A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization
2013 Standout
On multivariate polynomial interpolation
1990
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis
2015 Standout
Review of Metamodeling Techniques in Support of Engineering Design Optimization
2006 Standout
Tensor-Train Decomposition
2011 Standout
A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation
2018 Standout
A literature survey of low‐rank tensor approximation techniques
2013 Standout
Approximation of boundary element matrices
2000
Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging
2013 Standout
Exact Tensor Completion Using t-SVD
2016 Standout
Collaborative Filtering beyond the User-Item Matrix
2014 Standout
Breaking the Curse of Dimensionality, Or How to Use SVD in Many Dimensions
2009 Standout
Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and Uniqueness
2008 Standout
Cluster algebras I: Foundations
2001 Standout
Tensor displays
2012 Standout
Fusing Hyperspectral and Multispectral Images via Coupled Sparse Tensor Factorization
2018 Standout
Totally nonnegative and oscillatory elements in semisimple groups
2000
A tensor-based method for missing traffic data completion
2013 Standout
Knowledge Graph Embedding: A Survey of Approaches and Applications
2017 Standout
Tensors : A brief introduction
2014
Symmetric Tensors and Symmetric Tensor Rank
2008 Standout
General tensor decomposition, moment matrices and applications
2012
Generic and typical ranks of multi-way arrays
2009
Most Tensor Problems Are NP-Hard
2013 Standout
Almost-sure identifiability of multidimensional harmonic retrieval
2001
Tensor Decompositions and Applications
2009 Standout
Hierarchical Singular Value Decomposition of Tensors
2010 Standout
Works of M. Gasca being referenced
Polynomial interpolation in several variables
2000
Total Positivity, $QR$ Factorization, and Neville Elimination
1993
Computation of Curves and Surfaces
1990
Total Positivity and Its Applications
1996 Standout
On the history of multivariate polynomial interpolation
2000
On Lagrange and Hermite interpolation in R k
1982
On Bivariate Hermite Interpolation with Minimal Degree Polynomials
2000
Total positivity and Neville elimination
1992