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Cross: Efficient Low-rank Tensor Completion

3 November 2016

Papers citing "Cross: Efficient Low-rank Tensor Completion"

21 / 21 papers shown

Title
Asymptotically perfect seeded graph matching without edge correlation (and applications to inference) Tong Qi Vera Andersson Peter Viechnicki V. Lyzinski 67 0 0 03 Jun 2025
Multi-dimensional domain generalization with low-rank structures Sai Li Linjun Zhang 75 2 0 18 Sep 2023
Learning Good State and Action Representations via Tensor Decomposition Chengzhuo Ni Yaqi Duan M. Dahleh Anru R. Zhang Mengdi Wang 84 7 0 03 May 2021
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements Tian Tong Cong Ma Ashley Prater-Bennette Erin E. Tripp Yuejie Chi 108 33 0 29 Apr 2021
Covariate-assisted Sparse Tensor Completion Hilda S Ibriga W. Sun 74 4 0 11 Mar 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang Lijun Ding Ziyang Wu Madeleine Udell 141 8 0 01 Jan 2021
Inference for Low-rank Tensors -- No Need to Debias Dong Xia Anru R. Zhang Yuchen Zhou 91 18 0 29 Dec 2020
The Importance of Being Correlated: Implications of Dependence in Joint Spectral Inference across Multiple Networks Konstantinos Pantazis A. Athreya Jesús Arroyo W. Frost E. Hill V. Lyzinski 85 12 0 01 Aug 2020
Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality Changxiao Cai H. Vincent Poor Yuxin Chen 118 23 0 15 Jun 2020
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 119 70 0 26 Feb 2020
Partially Observed Dynamic Tensor Response Regression Jie Zhou W. Sun Jingfei Zhang Lexin Li 61 24 0 22 Feb 2020
Tensor denoising and completion based on ordinal observations Chanwoo Lee Miaoyan Wang 75 16 0 16 Feb 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 84 68 0 10 Feb 2020
Nonconvex Low-Rank Tensor Completion from Noisy Data Changxiao Cai Gen Li H. Vincent Poor Yuxin Chen 148 82 0 11 Nov 2019
ISLET: Fast and Optimal Low-rank Tensor Regression via Importance Sketching Anru R. Zhang Yuetian Luo Garvesh Raskutti M. Yuan 221 45 0 09 Nov 2019
Deterministic tensor completion with hypergraph expanders K. Harris Yizhe Zhu 76 11 0 23 Oct 2019
Factor Models for High-Dimensional Tensor Time Series Rong Chen Dan Yang Cun-Hui Zhang AI4TS 111 96 0 18 May 2019
Sparse Tensor Additive Regression Botao Hao Boxiang Wang Pengyuan Wang Jingfei Zhang Jian Yang W. Sun MedIm 62 27 0 31 Mar 2019
Sparse and Low-rank Tensor Estimation via Cubic Sketchings Botao Hao Anru R. Zhang Guang Cheng 80 51 0 29 Jan 2018
Dynamic Tensor Clustering W. Sun Lexin Li 62 60 0 24 Aug 2017
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 75 170 0 08 Mar 2017