相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。STATISTICALLY OPTIMAL AND COMPUTATIONALLY EFFICIENT LOW RANK TENSOR COMPLETION FROM NOISY ENTRIES
Dong Xia et al.
ANNALS OF STATISTICS (2021)
Statistical limits of spiked tensor models
Amelia Perry et al.
ANNALES DE L INSTITUT HENRI POINCARE-PROBABILITES ET STATISTIQUES (2020)
Multisample estimation of bacterial composition matrices in metagenomics data
Yuanpei Cao et al.
BIOMETRIKA (2020)
Consistent community detection in multi-layer network data
Jing Lei et al.
BIOMETRIKA (2020)
Generalized Canonical Polyadic Tensor Decomposition
David Hong et al.
SIAM REVIEW (2020)
Sparse and Low-Rank Tensor Estimation via Cubic Sketchings
Botao Hao et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2020)
FEATURE SELECTION FOR DATA INTEGRATION WITH MIXED MULTIVIEW DATA
Yulia Baker et al.
ANNALS OF APPLIED STATISTICS (2020)
ISLET: Fast and Optimal Low-Rank Tensor Regression via Importance Sketching
Anru Zhang et al.
SIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE (2020)
A Deterministic Theory for Exact Non-Convex Phase Retrieval
Bariscan Yonel et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2020)
Recovery of simultaneous low rank and two-way sparse coefficient matrices, a nonconvex approach
Ming Yu et al.
ELECTRONIC JOURNAL OF STATISTICS (2020)
Triclustering Algorithms for Three-Dimensional Data Analysis: A Comprehensive Survey
Rui Henriques et al.
ACM COMPUTING SURVEYS (2019)
CROSS: EFFICIENT LOW-RANK TENSOR COMPLETION
Anru Zhang
ANNALS OF STATISTICS (2019)
Generalized high-dimensional trace regression via nuclear norm regularization
Jianqing Fan et al.
JOURNAL OF ECONOMETRICS (2019)
CONVEX REGULARIZATION FOR HIGH-DIMENSIONAL MULTIRESPONSE TENSOR REGRESSION
Garvesh Raskutti et al.
ANNALS OF STATISTICS (2019)
PHASE TRANSITION IN THE SPIKED RANDOM TENSOR WITH RADEMACHER PRIOR
Wei-Kuo Chen
ANNALS OF STATISTICS (2019)
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview
Yuejie Chi et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2019)
On Polynomial Time Methods for Exact Low-Rank Tensor Completion
Dong Xia et al.
FOUNDATIONS OF COMPUTATIONAL MATHEMATICS (2019)
Optimal Sparse Singular Value Decomposition for High-Dimensional High-Order Data
Anru Zhang et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2019)
NUCLEAR NORM OF HIGHER-ORDER TENSORS
Shmuel Friedland et al.
MATHEMATICS OF COMPUTATION (2018)
Spectral Algorithms for Tensor Completion
Andrea Montanari et al.
COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS (2018)
Tensor SVD: Statistical and Computational Limits
Anru Zhang et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2018)
MULTILAYER TENSOR FACTORIZATION WITH APPLICATIONS TO RECOMMENDER SYSTEMS
Xuan Bi et al.
ANNALS OF STATISTICS (2018)
DEBIASING THE LASSO: OPTIMAL SAMPLE SIZE FOR GAUSSIAN DESIGNS
Adel Javanmard et al.
ANNALS OF STATISTICS (2018)
Tucker Tensor Regression and Neuroimaging Analysis
Xiaoshan Li et al.
STATISTICS IN BIOSCIENCES (2018)
Finding Low-Rank Solutions via Nonconvex Matrix Factorization, Efficiently and Provably
Dohyung Park et al.
SIAM JOURNAL ON IMAGING SCIENCES (2018)
Provable sparse tensor decomposition
Will Wei Sun et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2017)
On the Limitation of Spectral Methods: From the Gaussian Hidden Clique Problem to Rank One Perturbations of Gaussian Tensors
Andrea Montanari et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2017)
Robust Multilinear Tensor Rank Estimation Using Higher Order Singular Value Decomposition and Information Criteria
Tatsuya Yokota et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2017)
Constrained low-rank matrix estimation: phase transitions, approximate message passing and applications
Thibault Lesieur et al.
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT (2017)
Parsimonious Tensor Response Regression
Lexin Li et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2017)
Low rank tensor recovery via iterative hard thresholding
Holger Rauhut et al.
LINEAR ALGEBRA AND ITS APPLICATIONS (2017)
TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS
James E. Johndrow et al.
ANNALS OF STATISTICS (2017)
On Tensor Completion via Nuclear Norm Minimization
Ming Yuan et al.
FOUNDATIONS OF COMPUTATIONAL MATHEMATICS (2016)
OPTIMAL RATES OF CONVERGENCE FOR NOISY SPARSE PHASE RETRIEVAL VIA THRESHOLDED WIRTINGER FLOW
T. Tony Cai et al.
ANNALS OF STATISTICS (2016)
Predicting ad click-through rates via feature-based fully coupled interaction tensor factorization
Lili Shan et al.
ELECTRONIC COMMERCE RESEARCH AND APPLICATIONS (2016)
Poisson Matrix Recovery and Completion
Yang Cao et al.
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2016)
MULTILINEAR TENSOR REGRESSION FOR LONGITUDINAL RELATIONAL DATA
Peter D. Hoff
Annals of Applied Statistics (2015)
Minimax Optimal Rates for Poisson Inverse Problems With Physical Constraints
Xin Jiang et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2015)
Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices
Samet Oymak et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2015)
Phase Retrieval via Wirtinger Flow: Theory and Algorithms
Emmanuel J. Candes et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2015)
Latent Space Models for Dynamic Networks
Daniel K. Sewell et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2015)
Tensor Completion in Hierarchical Tensor Representations
Holger Rauhut et al.
COMPRESSED SENSING AND ITS APPLICATIONS (2015)
Guaranteed Matrix Completion via Nonconvex Factorization
Ruoyu Sun et al.
2015 IEEE 56TH ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE (2015)
Blind Deconvolution Using Convex Programming
Ali Ahmed et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2014)
Poisson Noise Reduction with Non-local PCA
Joseph Salmon et al.
JOURNAL OF MATHEMATICAL IMAGING AND VISION (2014)
Temporal variability is a personalized feature of the human microbiome
Gilberto E. Flores et al.
GENOME BIOLOGY (2014)
Tensor Completion for Estimating Missing Values in Visual Data
Ji Liu et al.
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2013)
Most Tensor Problems Are NP-Hard
Christopher J. Hillar et al.
JOURNAL OF THE ACM (2013)
Tensor Regression with Applications in Neuroimaging Data Analysis
Hua Zhou et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2013)
DYNAMICAL APPROXIMATION BY HIERARCHICAL TUCKER AND TENSOR-TRAIN TENSORS
Christian Lubich et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2013)
Tensor Learning for Regression
Weiwei Guo et al.
IEEE TRANSACTIONS ON IMAGE PROCESSING (2012)
ON TENSORS, SPARSITY, AND NONNEGATIVE FACTORIZATIONS
Eric C. Chi et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2012)
Microbial Co-occurrence Relationships in the Human Microbiome
Karoline Faust et al.
PLOS COMPUTATIONAL BIOLOGY (2012)
Solving a low-rank factorization model for matrix completion by a nonlinear successive over-relaxation algorithm
Zaiwen Wen et al.
MATHEMATICAL PROGRAMMING COMPUTATION (2012)
NUCLEAR-NORM PENALIZATION AND OPTIMAL RATES FOR NOISY LOW-RANK MATRIX COMPLETION
Vladimir Koltchinskii et al.
ANNALS OF STATISTICS (2011)
Tensor Versus Matrix Completion: A Comparison With Application to Spectral Data
Marco Signoretto et al.
IEEE SIGNAL PROCESSING LETTERS (2011)
Tight Oracle Inequalities for Low-Rank Matrix Recovery From a Minimal Number of Noisy Random Measurements
Emmanuel J. Candes et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2011)
Tensor completion and low-n-rank tensor recovery via convex optimization
Silvia Gandy et al.
INVERSE PROBLEMS (2011)
Matrix Completion With Noise
Emmanuel J. Candes et al.
PROCEEDINGS OF THE IEEE (2010)
Exact Matrix Completion via Convex Optimization
Emmanuel J. Candes et al.
FOUNDATIONS OF COMPUTATIONAL MATHEMATICS (2009)
Tensor Decompositions and Applications
Tamara G. Kolda et al.
SIAM REVIEW (2009)
Multiscale Poisson intensity and density estimation
Rebecca M. Willett et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2007)
A multilinear singular value decomposition
L De Lathauwer et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2000)
On the best rank-1 and rank-(R1,R2,...,RN) approximation of higher-order tensors
L De Lathauwer et al.
SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS (2000)