A New Sampling Technique for Tensors

A New Sampling Technique for Tensors

17 February 2015

Srinadh Bhojanapalli

Sujay Sanghavi

Papers citing "A New Sampling Technique for Tensors"

16 / 16 papers shown

Title
Faster Robust Tensor Power Method for Arbitrary Order Yichuan Deng Zhao Song Junze Yin 27 8 0 01 Jun 2023
Tensor Estimation with Nearly Linear Samples Given Weak Side Information Chao Yu 13 1 0 01 Jul 2020
Spatio-Temporal Tensor Sketching via Adaptive Sampling Jing Ma Qiuchen Zhang Joyce C. Ho Li Xiong AI4TS 13 6 0 21 Jun 2020
Streaming Coresets for Symmetric Tensor Factorization Rachit Chhaya Jayesh Choudhari A. Dasgupta Supratim Shit 21 14 0 01 Jun 2020
Robust Max Entrywise Error Bounds for Tensor Estimation from Sparse Observations via Similarity Based Collaborative Filtering Devavrat Shah Chao Yu 26 0 0 03 Aug 2019
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Xia Hu 26 228 0 28 Nov 2017
Effective Tensor Sketching via Sparsification Dong Xia M. Yuan 30 6 0 31 Oct 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 27 122 0 26 Apr 2017
Exact tensor completion with sum-of-squares Aaron Potechin David Steurer 11 80 0 21 Feb 2017
Multilinear Low-Rank Tensors on Graphs & Applications N. Shahid Francesco Grassi P. Vandergheynst 12 4 0 15 Nov 2016
Cross: Efficient Low-rank Tensor Completion Anru R. Zhang 22 54 0 03 Nov 2016
Uniform Hypergraph Partitioning: Provable Tensor Methods and Sampling Techniques D. Ghoshdastidar Ambedkar Dukkipati 19 47 0 21 Feb 2016
Adaptive Sampling of RF Fingerprints for Fine-grained Indoor Localization Xiao-Yang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang Minyou Wu 14 95 0 10 Aug 2015
Fast and Guaranteed Tensor Decomposition via Sketching Yining Wang H. Tung Alex Smola Anima Anandkumar 21 130 0 14 Jun 2015
Noisy Tensor Completion via the Sum-of-Squares Hierarchy Boaz Barak Ankur Moitra 67 41 0 26 Jan 2015