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References from Tensor Regression. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2007 · External reference
10.1109/iscas.2017.8050303
10.1109/iscas.2017.8050303 · 2017 · External reference
Unresolved reference
2019 · External reference
Three-way partial least-squares regression for the simultaneous kinetic-enzymatic determination of xanthine and hypoxanthine in human urine
10.1007/s00216-005-3275-4 · 2005 · External reference
Workplace Safety Risk Assessment Model Based on Fuzzy Regression
10.1166/asl.2018.11131 · 2018 · External reference
Convex multi-task feature learning
10.1007/s10994-007-5040-8 · 2008 · External reference
Unresolved reference
2013 · External reference
Evaluation of multiple cues head pose tracking algorithm in indoor environments
2005 · External reference
Fast multivariate spatio-temporal analysis via low rank tensor learning
2014 · External reference
Unresolved reference
2012 · External reference
10.1002/9780470316757
10.1002/9780470316757 · 1988 · External reference
Improving quantitative studies of international conflict: A conjecture
2000 · External reference
Unresolved reference
2015 · External reference
N-PLS regression as empirical downscaling tool in climate change studies
10.1007/s00704-004-0083-2 · 2005 · External reference
Unresolved reference
2014 · External reference
Bayesian Dynamic Tensor Regression
10.2139/ssrn.3192340 · 2018 · External reference
Unresolved reference
2020 · External reference
Bilinear and trilinear algorithms utilizing full and selected variables for resolution and quantitation of four components with overlapped spectral signals in bulk and syrup dosage form
10.1016/j.saa.2019.117219 · 2019 · External reference
Monitoring and diagnosing batch processes with multiway covariates regression models
10.1002/aic.690450713 · 1999 · External reference
Random forests
10.1023/a:1010933404324 · 2001 · External reference
Multiway calibration. multilinear pls
10.1002/(sici)1099-128x(199601)10:1<47::aid-cem400>3.0.co;2-c · 1996 · External reference
PARAFAC. Tutorial and applications
10.1016/s0169-7439(97)00032-4 · 1997 · External reference
Exploratory study of sugar production using fluorescence spectroscopy and multi-way analysis
10.1016/s0169-7439(98)00181-6 · 1999 · External reference
Review on multiway analysis in chemistry—2000-2005
10.1080/10408340600969965 · 2006 · External reference
Standard error of prediction for multilinear PLS: 2. Practical implementation in fluorescence spectroscopy
2005 · External reference
On the difference between low-rank and subspace approximation: improved model for multilinear PLS regression
10.1016/s0169-7439(01)00134-4 · 2001 · External reference
Support tensor machines for text categorization
2006 · External reference
Unresolved reference
2016 · External reference
Fast multiway partial least squares regression
10.1109/tbme.2018.2847404 · 2018 · External reference
Unresolved reference
2017 · External reference
Analysis of individual differences in multidimensional scaling via an N-way generalization of “Eckart-Young” decomposition
10.1007/bf02310791 · 1970 · External reference
Unresolved reference
2020 · External reference
Non-convex projected gradient descent for generalized low-rank tensor regression
2019 · External reference
Three-way data analysis with time lagged window for on-line batch process monitoring
10.1007/bf02706928 · 2003 · External reference
Sharing Residual Units Through Collective Tensor Factorization To Improve Deep Neural Networks
2018 · External reference
Partial least squares regression (PLSR) applied to NIR and HSI spectral data modeling to predict chemical properties of fish muscle
10.1007/s12393-016-9147-1 · 2017 · External reference
Tensor-factorized neural networks
10.1109/tnnls.2017.2690379 · 2017 · External reference
Application of N-PLS calibration to the simultaneous determination of Cu 2+, Cd 2+ and Pb 2+ using peptide modified electrochemical sensors
10.1039/b604690h · 2006 · External reference
Tensor decompositions for signal processing applications: From two-way to multiway component analysis
10.1109/msp.2013.2297439 · 2015 · External reference
10.1561/2200000059 · 2016 · Admitted local publication
10.1561/2200000067 · 2017 · Admitted local publication
Low-rank approximation and regression in input sparsity time
10.1145/3019134 · 2017 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2017 · External reference
Fast Gaussian process regression for big data
10.1016/j.bdr.2018.06.002 · 2018 · External reference
Iteratively reweighted least squares minimization for sparse recovery
10.1002/cpa.20303 · 2010 · External reference
Unresolved reference
2014 · External reference
Comments on the PLS kernel algorithm
10.1002/cem.1180080208 · 1994 · External reference
Decompositions of a higher-order tensor in block terms—Part II: Definitions and uniqueness
10.1137/070690729 · 2008 · External reference
A multilinear singular value decomposition
10.1137/s0895479896305696 · 2000 · External reference
Unresolved reference
2019 · External reference
Least angle regression
10.1214/009053604000000067 · 2004 · External reference
Recursive N-way partial least squares for brain-computer interface
10.1371/journal.pone.0069962 · 2013 · External reference
Penalized multi-way partial least squares for smooth trajectory decoding from electrocorticographic (ECoG) recording
10.1371/journal.pone.0154878 · 2016 · External reference
Iterative N-way partial least squares for a binary self-paced brain-computer interface in freely moving animals
10.1088/1741-2560/8/4/046012 · 2011 · External reference
L1-penalized N-way PLS for subset of electrodes selection in BCI experiments
10.1088/1741-2560/9/4/045010 · 2012 · External reference
Early recognition of problematic wine fermentations through multivariate data analyses
10.1016/j.foodcont.2012.03.029 · 2012 · External reference
Second-and third-order multivariate calibration: data, algorithms and applications
10.1016/j.trac.2007.04.006 · 2007 · External reference
Standard error of prediction for multiway PLS: 1. Background and a simulation study
10.1016/s0169-7439(01)00204-0 · 2002 · External reference
Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery
2019 · External reference
Unresolved reference
2011 · External reference
Robust block tensor principal component analysis
10.1016/j.sigpro.2019.107271 · 2020 · External reference
Bayesian Scalar on Image Regression With Nonignorable Nonresponse
2019 · External reference
An extensive experimental survey of regression methods
2018 · External reference
Unresolved reference
2020 · External reference
Kernel Support Tensor Regression
10.1016/j.proeng.2012.01.606 · 2012 · External reference
Comparison of Bi-and Tri-Linear PLS Models for Variable Selection in Metabolomic Time-Series Experiments
10.3390/metabo9050092 · 2019 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2018 · External reference
Regression on parameters from three-way decomposition
10.1002/(sici)1099-128x(199809/10)12:5<337::aid-cem517>3.0.co;2-1 · 1998 · External reference
Analytical applications of second-order calibration methods
10.1016/j.aca.2008.07.054 · 2008 · External reference
MIA-QSAR modelling of activities of a series of AZT analogues: bi-and multilinear PLS regression
10.1080/08927020903278001 · 2010 · External reference
Unresolved reference
2004 · External reference
Unresolved reference
2017 · External reference
Some recent development in a concept of causality
10.1016/0304-4076(88)90045-0 · 1988 · External reference
Hierarchical singular value decomposition of tensors
10.1137/090764189 · 2010 · External reference
Bayesian tensor regression
2017 · External reference
Tensor learning for regression
10.1109/tip.2011.2165291 · 2012 · External reference
A comparison of multiway regression and scaling methods
10.1016/s0169-7439(01)00168-x · 2001 · External reference
A new scheme for the tensor representation
10.1007/s00041-009-9094-9 · 2009 · External reference
Kernel regularized least squares: Reducing misspecification bias with a flexible and interpretable machine learning approach
2014 · External reference
Predicting grain yield and protein content in winter wheat and spring barley using repeated canopy reflectance measurements and partial least squares regression
10.1017/s0021859602002320 · 2002 · External reference
Sparse Tensor Additive Regression
2021 · External reference
Unresolved reference
1970 · External reference
3D-QSAR study of insecticidal neonicotinoid compounds based on 3-way partial least squares model
10.1016/s0169-7439(98)00154-3 · 1999 · External reference
Rational choice of bioactive conformations through use of conformation analysis and 3-way partial least squares modeling
10.1016/s0169-7439(99)00063-5 · 2000 · External reference
10.1007/978-0-387-84858-7
10.1007/978-0-387-84858-7 · 2009 · External reference
Bayesian tensorized neural networks with automatic rank selection
10.1016/j.neucom.2021.04.117 · 2021 · External reference
Boosted sparse and low-rank tensor regression
2018 · External reference
Cautious model predictive control using Gaussian process regression
2019 · External reference
Ridge regression: biased estimation for nonorthogonal problems
10.1080/00401706.2000.10485983 · 2000 · External reference
Multilinear tensor regression for longitudinal relational data
10.1214/15-aoas839 · 2015 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2016 · External reference
Fast Recursive Low-rank Tensor Learning for Regression
2017 · External reference
Unresolved reference
2015 · External reference
Tensor-based restricted kernel machines for multi-view classification
10.1016/j.inffus.2020.10.022 · 2021 · External reference
Learning-Based Frequency Estimation Algorithms
2019 · External reference
The twist tensor nuclear norm for video completion
10.1109/tnnls.2016.2611525 · 2016 · External reference
Tensorial Change Analysis Using Probabilistic Tensor Regression
10.1609/aaai.v33i01.33013902 · 2019 · External reference
Unresolved reference
2020 · External reference
On tensor train rank minimization: Statistical efficiency and scalable algorithm
2017 · External reference
Unresolved reference
2016 · External reference
Learning-Based Low-Rank Approximations
2019 · External reference
Reduced-rank regression for the multivariate linear model
10.1016/0047-259x(75)90042-1 · 1975 · External reference
Regression coefficients in multilinear PLS
10.1002/(sici)1099-128x(199801/02)12:1<77::aid-cem496>3.0.co;2-7 · 1998 · External reference
Data-driven modelling of the Reynolds stress tensor using random forests with invariance
10.1016/j.compfluid.2020.104497 · 2020 · External reference
Unresolved reference
2004 · External reference
Unresolved reference
2016 · External reference
Concrete Dam Behavior Prediction Using Multivariate Adaptive Regression Splines with Measured Air Temperature
10.1007/s13369-019-04095-z · 2019 · External reference
Unresolved reference
2015 · External reference
Network Approximation using Tensor Sketching
2018 · External reference
Multimodal random forest based tensor regression
10.1049/iet-cvi.2013.0320 · 2014 · External reference
Unresolved reference
2018 · External reference
Constrained three-mode factor analysis as a tool for parameter estimation with second-order instrumental data
10.1002/(sici)1099-128x(199803/04)12:2<125::aid-cem504>3.0.co;2-d · 1998 · External reference
Third-order tensors as operators on matrices: A theoretical and computational framework with applications in imaging
10.1137/110837711 · 2013 · External reference
Factorization strategies for third-order tensors
10.1016/j.laa.2010.09.020 · 2011 · External reference
Unresolved reference
2008 · External reference
Unresolved reference
2015 · External reference
The NCEP-NCAR 50-year reanalysis: monthly means CD-ROM and documentation
10.1175/1520-0477(2001)082<0247:tnnyrm>2.3.co;2 · 2001 · External reference
Tensor dropout for robust learning
10.1109/jstsp.2021.3064182 · 2021 · External reference
Unresolved reference
2006 · External reference
Tensor decompositions and applications
10.1137/07070111x · 2009 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2019 · External reference
Tensor regression networks
2020 · External reference
TensorLy: Tensor Learning in Python
2019 · External reference
htucker—A MATLAB toolbox for tensors in hierarchical Tucker format
2012 · External reference
Unresolved reference
2009 · External reference
Fast, reliable head tracking under varying illumination: An approach based on registration of texture-mapped 3D models
10.1109/34.845375 · 2000 · External reference
10.1201/9780203740538
10.1201/9780203740538 · 2019 · External reference
Unresolved reference
2016 · External reference
Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition
2015 · External reference
Unresolved reference
2019 · External reference
Parsimonious tensor response regression
2017 · External reference
Unresolved reference
2019 · External reference
Tucker tensor regression and neuroimaging analysis
2013 · External reference
Near optimal sketching of low-rank tensor regression
2017 · External reference
Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data
10.1016/j.neuroimage.2013.01.034 · 2013 · External reference
Multiscale adaptive regression models for neuroimaging data
10.1111/j.1467-9868.2010.00767.x · 2011 · External reference
Sparse Multi-Response Tensor Regression for Alzheimer’s Disease Study With Multivariate Clinical Assessments
10.1109/tmi.2016.2538289 · 2016 · External reference
Classification and regression by randomForest
2002 · External reference
Detection of melamine in milk powders using near-infrared hyperspectral imaging combined with regression coefficient of partial least square regression model
10.1016/j.talanta.2016.01.035 · 2016 · External reference
Tensor completion for estimating missing values in visual data
10.1109/tpami.2012.39 · 2012 · External reference
Smooth compact tensor ring regression
2020 · External reference
Low-rank tensor ring learning for multi-linear regression
10.1016/j.patcog.2020.107753 · 2021 · External reference
Robust Linear Regression via ℓ0 Regularization
10.1109/tsp.2017.2771720 · 2017 · External reference
Unresolved reference
2020 · External reference
Low-Rank Tensor Train Coefficient Array Estimation for Tensor-on-Tensor Regression
10.1109/tnnls.2020.2967022 · 2020 · External reference
Hybrid CS-DMRI: Periodic Time-Variant Subsampling and Omnidirectional Total Variation Based Reconstruction
10.1109/tmi.2017.2717502 · 2017 · External reference
Tensor-on-tensor regression
10.1080/10618600.2017.1401544 · 2018 · External reference
Classification and regression trees
2011 · External reference
Unresolved reference
2012 · External reference
Low rank tensor completion for multiway visual data
10.1016/j.sigpro.2018.09.039 · 2019 · External reference
Industrial fermentation end-product modelling with multilinear PLS
10.1016/s0169-7439(03)00089-3 · 2003 · External reference
Unresolved reference
2016 · External reference
Tensor robust principal component analysis with a new tensor nuclear norm
2019 · External reference
A survey of multilinear subspace learning for tensor data
10.1016/j.patcog.2011.01.004 · 2011 · External reference
High-dimensional quantile tensor regression
2020 · External reference
Unresolved reference
2011 · External reference
Nuclear-L1 norm joint regression for face reconstruction and recognition with mixed noise
10.1016/j.patcog.2015.06.012 · 2015 · External reference
Unresolved reference
2019 · External reference
Low-rank tucker decomposition of large tensors using tensorsketch
2018 · External reference
Real-time multistep prediction of public parking spaces based on Fourier transform-least squares support vector regression
2019 · External reference
Combining total variation regularization with window-based time delay estimation in ultrasound elastography
10.1109/tmi.2019.2913194 · 2019 · External reference
Sequential co-sparse factor regression
10.1080/10618600.2017.1340891 · 2017 · External reference
Predicting Human Brain Activity Associated with Noun Meanings
10.1126/science.1152876 · External reference
Unresolved reference
2020 · External reference
N-way partial least squares with variable importance in projection combined to GCx GC-TOFMS as a reliable tool for toxicity identification of fresh and weathered crude oils
10.1007/s00216-014-8076-1 · 2015 · External reference
Generalized linear models
10.2307/2344614 · 1972 · External reference
Multiway calibration in 3D QSAR
10.1002/(sici)1099-128x(199711/12)11:6<511::aid-cem488>3.0.co;2-w · 1997 · External reference
Monitoring batch processes using multiway principal component analysis
10.1002/aic.690400809 · 1994 · External reference
Multi-way partial least squares in monitoring batch processes
10.1016/0169-7439(95)00043-7 · 1995 · External reference
Unresolved reference
2015 · External reference
Differential school effectiveness
10.1016/0883-0355(89)90027-x · 1989 · External reference
Tensor-train decomposition
10.1137/090752286 · 2011 · External reference
Solution of linear systems and matrix inversion in the TT-format
10.1137/110833142 · 2012 · External reference
Compressed matrix multiplication
10.1145/2493252.2493254 · 2013 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2012 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
1993 · External reference
Screening for dioxin contamination in fish oil by PARAFAC and N-PLSR analysis of fluorescence landscapes
10.1002/cem.735 · 2002 · External reference
Unresolved reference
2011 · External reference
Matrix product state representations
10.26421/qic7.5-6-1 · 2007 · External reference
Simultaneous determination of orthophosphate and arsenate based on multi-way spectroscopic-kinetic data evaluation
10.1016/s0003-2670(97)00419-4 · 1997 · External reference
Tensor Deflation for CANDECOMP/PARAFAC— Part I: Alternating Subspace Update Algorithm
10.1109/tsp.2015.2458785 · 2015 · External reference
Large-scale urban reconstruction with tensor clustering and global boundary refinement
2019 · External reference
Unresolved reference
2016 · External reference
Low-Rank Regression with Tensor Responses
2016 · External reference
Learning with similarity functions: a tensor-based framework
10.1007/s12559-018-9590-9 · 2019 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2015 · External reference
Gaussian processes in machine learning
2003 · External reference
Guaranteed minimumrank solutions of linear matrix equations via nuclear norm minimization
10.1137/070697835 · 2010 · External reference
A Review of Clinical Prediction Models
2015 · External reference
Data-driven methods for batch data analysis-A critical overview and mapping on the complexity scale
10.1016/j.compchemeng.2019.01.014 · 2019 · External reference
Unresolved reference
2013 · External reference
Anomaly detection by robust statistics
2018 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2004 · External reference
N-way PLS applied to simultaneous spectrophotometric determination of acetylsalicylic acid, paracetamol and caffeine
10.1016/j.japna.2003.08.011 · 2004 · External reference
Influence properties of trilinear partial least squares regression
10.1002/cem.928 · 2005 · External reference
Identification of micro-organisms by dint of the electronic nose and trilinear partial least squares regression
10.1016/j.aca.2004.04.027 · 2004 · External reference
Bootstrap confidence intervals for trilinear partial least squares regression
10.1016/j.aca.2005.02.012 · 2005 · External reference
Unresolved reference
2020 · External reference
Tensor decomposition for signal processing and machine learning
10.1109/tsp.2017.2690524 · 2017 · External reference
Humaneva: Synchronized video and motion capture dataset and baseline algorithm for evaluation of articulated human motion
10.1007/s11263-009-0273-6 · 2010 · External reference
A kernelbased framework to tensorial data analysis
10.1016/j.neunet.2011.05.011 · 2011 · External reference
Learning with tensors: a framework based on convex optimization and spectral regularization
10.1007/s10994-013-5366-3 · 2014 · External reference
Simultaneous analysis of riboflavin and aromatic amino acids in beer using fluorescence and multivariate calibration methods
10.1016/j.aca.2008.02.063 · 2008 · External reference
Multiscale Adaptive Marginal Analysis of Longitudinal Neuroimaging Data with Time-Varying Covariates
10.1111/j.1541-0420.2012.01767.x · 2012 · External reference
Unresolved reference
2005 · External reference
Comments on multilinear PLS
10.1002/(sici)1099-128x(199709/10)11:5<367::aid-cem481>3.0.co;2-i · 1997 · External reference
Multiway covariates regression models
10.1002/(sici)1099-128x(199901/02)13:1<31::aid-cem528>3.0.co;2-p · 1999 · External reference
Multiway multiblock component and covariates regression models
10.1002/1099-128x(200005/06)14:3<301::aid-cem594>3.0.co;2-h · 2000 · External reference
Multicomponent determination of chlorinated hydrocarbons using a reaction-based chemical sensor. 3. Medium-rank second-order calibration with restricted Tucker models
10.1021/ac00092a010 · 1994 · External reference
A tutorial on support vector regression
10.1023/b:stco.0000035301.49549.88 · 2004 · External reference
Unresolved reference
2016 · External reference
Tensor completion algorithms in big data analytics
10.1145/3278607 · 2019 · External reference
10.1609/aaai.v31i1.10871
10.1609/aaai.v31i1.10871 · 2017 · External reference
A general regression neural network
10.1109/72.97934 · 1991 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2015 · External reference
Continuum regression: cross-validated sequentially constructed prediction embracing ordinary least squares, partial least squares and principal components regression
10.1111/j.2517-6161.1990.tb01786.x · 1990 · External reference
Supervised learning with tensor networks
2016 · External reference
Convolutional Tensor-Train LSTM for Spatio-Temporal Learning
2020 · External reference
UK biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age
10.1371/journal.pmed.1001779 · 2015 · External reference
Adaptive huber regression
2019 · External reference
10.1002/9781118445112.stat08319
10.1002/9781118445112.stat08319 · External reference
STORE: sparse tensor response regression and neuroimaging analysis
2017 · External reference
Dynamic tensor clustering
2019 · External reference
Unresolved reference
2015 · External reference
Minimax optimal alternating minimization for kernel non-parametric tensor learning
2016 · External reference
HMLasso: lasso with high missing rate
2019 · External reference
Individualized multilayer tensor learning with an application in imaging analysis
10.1080/01621459.2019.1585254 · 2020 · External reference
Unresolved reference
2005 · External reference
Regression shrinkage and selection via the lasso
10.1111/j.2517-6161.1996.tb02080.x · 1996 · External reference
Unresolved reference
2013 · External reference
Determination of doxorubicin in human plasma by excitation-emission matrix fluorescence and multi-way analysis
10.1016/s0003-2670(03)00864-x · 2003 · External reference
Implications of factor analysis of three-way matrices for measurement of change
1963 · External reference
Effective connectivity: influence, causality and biophysical modeling
10.1016/j.neuroimage.2011.03.058 · 2011 · External reference
Unresolved reference
2011 · External reference
Effects of relevant contextual features in the performance of a restaurant recommender system
2011 · External reference
Unresolved reference
External reference
How to detect the Granger-causal flow direction in the presence of additive noise?
10.1016/j.neuroimage.2014.12.017 · 2015 · External reference
Unresolved reference
2014 · External reference
Bayesian graphical lasso models and efficient posterior computation
10.1214/12-ba729 · 2012 · External reference
Tensor-based Temporal Multi-Task Survival Analysis
2020 · External reference
Unresolved reference
2018 · External reference
A distributed tensor-train decomposition method for cyber-physical-social services
10.1145/3323926 · 2019 · External reference
Fast and guaranteed tensor decomposition via sketching
2015 · External reference
Multitask learning meets tensor factorization: task imputation via convex optimization
2014 · External reference
Theoretical and experimental analyses of tensor-based regression and classification
10.1162/neco_a_00815 · 2016 · External reference
Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models
10.1111/j.1467-9868.2010.00749.x · 2011 · External reference
Sketching as a tool for numerical linear algebra
10.1561/0400000060 · 2014 · External reference
Kronecker-basis-representation based tensor sparsity and its applications to tensor recovery
10.1109/tpami.2017.2734888 · 2017 · External reference
Unresolved reference
2010 · External reference
Spatio-temporal Multi-task Learning via Tensor Decomposition
2019 · External reference
Modeling crash spatial heterogeneity: Random parameter versus geographically weighting
10.1016/j.aap.2014.10.020 · 2015 · External reference
10.24963/ijcai.2020/136
10.24963/ijcai.2020/136 · 2020 · External reference
Structured Point Cloud Data Analysis Via Regularized Tensor Regression for Process Modeling and Optimization
10.1080/00401706.2018.1529628 · 2019 · External reference
Unresolved reference
2015 · External reference
Sparse regularized low-rank tensor regression with applications in genomic data analysis
10.1016/j.patcog.2020.107516 · 2020 · External reference
Unresolved reference
2017 · External reference
Block-term tensor neural networks
10.1016/j.neunet.2020.05.034 · 2020 · External reference
Fast time sequence indexing for arbitrary Lp norms
2000 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2016 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2017 · External reference
High-order tensor completion via gradient-based optimization under tensor train format
2019 · External reference
A Benchmark for Sparse Coding: When Group Sparsity Meets Rank Minimization
10.1109/tip.2020.2972109 · 2020 · External reference
ISLET: Fast and optimal low-rank tensor regression via importance sketching
10.1137/19m126476x · 2020 · External reference
Unresolved reference
2018 · External reference
li-regression with Heavy-tailed Distributions
2018 · External reference
Tensor Envelope Partial Least-Squares Regression
2017 · External reference
Higher order partial least squares (HOPLS): a generalized multilinear regression method
10.1109/tpami.2012.254 · 2013 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2016 · External reference
Bayesian CP factorization of incomplete tensors with automatic rank determination
10.1109/tpami.2015.2392756 · 2015 · External reference
Kernelization of tensor-based models for multiway data analysis: Processing of multidimensional structured data
10.1109/msp.2013.2255334 · 2013 · External reference
Unresolved reference
2014 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2015 · External reference
Higher order partial least squares for object tracking: A 4D-tracking method
10.1016/j.neucom.2015.09.138 · 2016 · External reference
Tensor regression with applications in neuroimaging data analysis
10.1080/01621459.2013.776499 · 2013 · External reference
Unresolved reference
2020 · External reference
Tensor rank learning in CP decomposition via convolutional neural network
2019 · External reference
Unresolved reference
2020 · External reference
Canonical feature selection for joint regression and multi-class identification in Alzheimer’s disease diagnosis
10.1007/s11682-015-9430-4 · 2016 · External reference