Provable Tensor Factorization with Missing Data

11 June 2014

Papers citing "Provable Tensor Factorization with Missing Data"

28 / 28 papers shown

Title
Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges Arnab Auddy Dong Xia Ming Yuan AI4CE 50 2 0 28 May 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning Zhishuai Li Yunhao Nie Ziyue Li Lei Bai Yisheng Lv Rui Zhao 13 5 0 23 Jan 2024
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi Han Yandong Tang Xi-Le Zhao Yao Wang 50 1 0 22 Jan 2024
Sparse random hypergraphs: Non-backtracking spectra and community detection Ludovic Stephan Yizhe Zhu 34 18 0 14 Mar 2022
Model based Multi-agent Reinforcement Learning with Tensor Decompositions Pascal R. van der Vaart Anuj Mahajan Shimon Whiteson AI4CE 31 8 0 27 Oct 2021
Tesseract: Tensorised Actors for Multi-Agent Reinforcement Learning Anuj Mahajan Mikayel Samvelyan Lei Mao Viktor Makoviychuk Animesh Garg Jean Kossaifi Shimon Whiteson Yuke Zhu Anima Anandkumar 26 32 0 31 May 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang Lijun Ding Ziyang Wu Madeleine Udell 24 8 0 01 Jan 2021
Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality Changxiao Cai H. Vincent Poor Yuxin Chen 13 23 0 15 Jun 2020
Implicit Regularization in Deep Learning May Not Be Explainable by Norms Noam Razin Nadav Cohen 24 155 0 13 May 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 40 64 0 10 Feb 2020
Deterministic tensor completion with hypergraph expanders K. Harris Yizhe Zhu 36 11 0 23 Oct 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion Longhao Yuan Chong Li Danilo P. Mandic Jianting Cao Qibin Zhao 14 170 0 07 Sep 2018
Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach Jordi Solé-Casals C. Caiafa Qibin Zhao A. Cichocki 18 33 0 13 Jun 2018
Hypergraph Spectral Clustering in the Weighted Stochastic Block Model Kwangjun Ahn Kangwook Lee Changho Suh 24 62 0 23 May 2018
Provable Convex Co-clustering of Tensors Eric C. Chi Brian R. Gaines W. Sun Hua Zhou Jian Yang 27 44 0 17 Mar 2018
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Xia Hu 26 228 0 28 Nov 2017
Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model Yihua Li Devavrat Shah Dogyoon Song Chao Yu 15 22 0 13 May 2017
Relative Error Tensor Low Rank Approximation Zhao Song David P. Woodruff Peilin Zhong 30 122 0 26 Apr 2017
On Polynomial Time Methods for Exact Low Rank Tensor Completion Dong Xia M. Yuan 17 76 0 22 Feb 2017
Riemannian Tensor Completion with Side Information Tengfei Zhou Hui Qian Zebang Shen Congfu Xu 16 4 0 12 Nov 2016
Low-tubal-rank Tensor Completion using Alternating Minimization Xiao-Yang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang 22 119 0 05 Oct 2016
When Are Nonconvex Problems Not Scary? Ju Sun Qing Qu John N. Wright 24 166 0 21 Oct 2015
Adaptive Sampling of RF Fingerprints for Fine-grained Indoor Localization Xiao-Yang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang Minyou Wu 16 95 0 10 Aug 2015
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 33 202 0 26 Apr 2015
Interpolating Convex and Non-Convex Tensor Decompositions via the Subspace Norm Qinqing Zheng Ryota Tomioka 25 12 0 18 Mar 2015
A New Sampling Technique for Tensors Srinadh Bhojanapalli Sujay Sanghavi 34 35 0 17 Feb 2015
Noisy Tensor Completion via the Sum-of-Squares Hierarchy Boaz Barak Ankur Moitra 69 41 0 26 Jan 2015
Finding a sparse vector in a subspace: Linear sparsity using alternating directions Qing Qu Ju Sun John N. Wright 16 111 0 15 Dec 2014