Tensor Completion Algorithms in Big Data Analytics

28 November 2017

Papers citing "Tensor Completion Algorithms in Big Data Analytics"

49 / 49 papers shown

Title
Global and Local Structure Learning for Sparse Tensor Completion Dawon Ahn Evangelos E. Papalexakis 47 0 0 26 Mar 2025
Network-wide Freeway Traffic Estimation Using Sparse Sensor Data: A Dirichlet Graph Auto-Encoder Approach Qishen Zhou Yifan Zhang Michail A. Makridis Anastasios Kouvelas Yibing Wang Simon Hu 62 0 0 20 Mar 2025
`Generalization is hallucination' through the lens of tensor completions Liang Ze Wong VLM 70 0 0 24 Feb 2025
Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI Liang Zhang Jionghao Lin John Sabatini Conrad Borchers Daniel Weitekamp Meng Cao John Hollander Xiangen Hu Arthur C. Graesser 49 2 0 24 Sep 2024
Non-negative Tensor Mixture Learning for Discrete Density Estimation Kazu Ghalamkari Jesper L. Hinrich Morten Mørup 65 1 0 28 May 2024
An Introduction to Complex Random Tensors Divya Pandey Alexis Decurninge Harry Leib 44 1 0 23 Apr 2024
Tensor Completion via Integer Optimization Xin Chen S. Kudva Yongzheng Dai Anil Aswani Chen Chen 29 0 0 06 Feb 2024
SlimmeRF: Slimmable Radiance Fields Shiran Yuan Hao Zhao 40 8 0 15 Dec 2023
Color Image Recovery Using Generalized Matrix Completion over Higher-Order Finite Dimensional Algebra L. Liao Zhuang Guo Qi Gao Yan Wang Fajun Yu Qifeng Zhao Stephen J. Maybank 23 55 0 04 Aug 2023
Image Reconstruction using Superpixel Clustering and Tensor Completion Maame G. Asante-Mensah Anh-Huy Phan S. Ahmadi-Asl Z. Aghbari A. Cichocki SupR 37 7 0 16 May 2023
Scalable and Robust Tensor Ring Decomposition for Large-scale Data Yicong He George Atia 26 1 0 15 May 2023
Spatiotemporal Regularized Tucker Decomposition Approach for Traffic Data Imputation W. Gong Zhejun Huang Lili Yang 11 0 0 11 May 2023
Tensor PCA from basis in tensor space C. Turchetti Laura Falaschetti 29 0 0 11 Apr 2023
A generalizable framework for low-rank tensor completion with numerical priors Shi-Meng Yuan Kaizhu Huang 23 3 0 12 Feb 2023
Accelerated Nonnegative Tensor Completion via Integer Programming Wenhao Pan A. Aswani Chen Chen 37 1 0 28 Nov 2022
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization Kais Hariz Hachem Kadri Stéphane Ayache Maher Moakher Thierry Artières 28 3 0 18 Jul 2022
Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization Quanming Yao Yaqing Wang Bo Han James T. Kwok 21 2 0 06 May 2022
TTML: tensor trains for general supervised machine learning Bart Vandereycken Rik Voorhaar 19 2 0 08 Mar 2022
Nonnegative Tensor Completion via Integer Optimization C. Bugg Chen Chen A. Aswani 26 8 0 08 Nov 2021
"Sparse + Low-Rank'' Tensor Completion Approach for Recovering Images and Videos Chenjian Pan C. Ling Hongjin He Liqun Qi Yanwei Xu 18 2 0 18 Oct 2021
Applying Differential Privacy to Tensor Completion Zheng Wei Zhengpin Li Xiaojun Mao Jian Wang 24 1 0 01 Oct 2021
Provable Tensor-Train Format Tensor Completion by Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 26 27 0 27 Aug 2021
Tensor completion using geodesics on Segre manifolds Lars Swijsen J. Veken N. Vannieuwenhoven 3DV 19 6 0 02 Aug 2021
Coarse to Fine Two-Stage Approach to Robust Tensor Completion of Visual Data Yicong He George Atia 27 4 0 19 Jun 2021
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations Chaoqi Yang Navjot Singh Cao Xiao Cheng Qian Edgar Solomonik Jimeng Sun 22 5 0 14 Jun 2021
Implicit Regularization in Deep Tensor Factorization P. Milanesi Hachem Kadri Stéphane Ayache Thierry Artières 54 9 0 04 May 2021
Covariate-assisted Sparse Tensor Completion Hilda S Ibriga W. Sun 46 4 0 11 Mar 2021
Implicit Regularization in Tensor Factorization Noam Razin Asaf Maman Nadav Cohen 33 48 0 19 Feb 2021
Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers Dongjin Lee Kijung Shin AI4TS 27 21 0 16 Feb 2021
A High-Performance Sparse Tensor Algebra Compiler in Multi-Level IR Ruiqin Tian Luanzheng Guo Jiajia Li Bin Ren Gokcen Kestor 14 17 0 09 Feb 2021
Protecting Big Data Privacy Using Randomized Tensor Network Decomposition and Dispersed Tensor Computation Jenn-Bing Ong W. Ng Ivan Tjuawinata Chao Li Jielin Yang Sai None Myne Huaxiong Wang K. Lam C.-C. Jay Kuo FedML 46 3 0 04 Jan 2021
Alternating linear scheme in a Bayesian framework for low-rank tensor approximation Clara Menzen Manon Kok Kim Batselier 21 5 0 21 Dec 2020
Tensor Completion via Tensor Networks with a Tucker Wrapper Yunfeng Cai P. Li 3DV 23 1 0 29 Oct 2020
Dictionary Learning with Low-rank Coding Coefficients for Tensor Completion Tai-Xiang Jiang Xile Zhao Hao Zhang Michael K. Ng 50 49 0 26 Sep 2020
Alternating minimization algorithms for graph regularized tensor completion Yu Guan Shuyu Dong Bin Gao P.-A. Absil François Glineur 8 6 0 28 Aug 2020
Stochastic Low-rank Tensor Bandits for Multi-dimensional Online Decision Making Jie Zhou Botao Hao Zheng Wen Jingfei Zhang W. Sun 38 6 0 31 Jul 2020
Spatio-Temporal Tensor Sketching via Adaptive Sampling Jing Ma Qiuchen Zhang Joyce C. Ho Li Xiong AI4TS 23 6 0 21 Jun 2020
Efficient AutoML Pipeline Search with Matrix and Tensor Factorization Chengrun Yang Jicong Fan Ziyang Wu Madeleine Udell 24 8 0 07 Jun 2020
Baseline Estimation of Commercial Building HVAC Fan Power Using Tensor Completion Shunbo Lei David Hong J. Mathieu I. Hiskens 9 5 0 24 Apr 2020
Grassmannian Optimization for Online Tensor Completion and Tracking with the t-SVD Kyle Gilman Davoud Ataee Tarzanagh Laura Balzano 23 18 0 30 Jan 2020
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data Davoud Ataee Tarzanagh George Michailidis 27 5 0 24 Nov 2019
Deterministic tensor completion with hypergraph expanders K. Harris Yizhe Zhu 36 11 0 23 Oct 2019
Supervised tensor decomposition with features on multiple modes Jiaxin Hu Chanwoo Lee Miaoyan Wang 39 10 0 21 Oct 2019
Robust Tensor Recovery with Fiber Outliers for Traffic Events Yue Hu D. Work 95 33 0 27 Aug 2019
Recovery Guarantees for Quadratic Tensors with Sparse Observations Hongyang R. Zhang Vatsal Sharan Moses Charikar Yingyu Liang 21 2 0 31 Oct 2018
FasTer: Fast Tensor Completion with Nonconvex Regularization Quanming Yao James T. Kwok Bo Han 18 1 0 23 Jul 2018
Low-tubal-rank Tensor Completion using Alternating Minimization Xiao-Yang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang 22 119 0 05 Oct 2016
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 117 1,346 0 06 Jul 2016
Link Prediction via Generalized Coupled Tensor Factorisation Beyza Ermis E. Acar A. Cemgil 42 35 0 30 Aug 2012