v1v2 (latest)

Generalized Canonical Polyadic Tensor Decomposition

22 August 2018

Papers citing "Generalized Canonical Polyadic Tensor Decomposition"

47 / 47 papers shown

Title
Personalized Coupled Tensor Decomposition for Multimodal Data Fusion: Uniqueness and Algorithms Ricardo Augusto Borsoi K. Usevich D. Brie Tülay Adali 113 1 0 02 Dec 2024
Tensor Decomposition with Unaligned Observations Runshi Tang T. Kolda Anru R. Zhang 49 0 0 17 Oct 2024
Conformalized Tensor Completion with Riemannian Optimization Hu Sun Yang Chen 191 2 0 01 May 2024
Efficient Nonparametric Tensor Decomposition for Binary and Count Data Zerui Tao Toshihisa Tanaka Qibin Zhao 69 2 0 15 Jan 2024
Knowledge Translation: A New Pathway for Model Compression Wujie Sun Defang Chen Jiawei Chen Yan Feng Chun-Yen Chen Can Wang 62 0 0 11 Jan 2024
ADMM-MM Algorithm for General Tensor Decomposition Manabu Mukai H. Hontani Tatsuya Yokota 23 0 0 19 Dec 2023
SWoTTeD: An Extension of Tensor Decomposition to Temporal Phenotyping Hana Sebia Thomas Guyet Etienne Audureau 58 1 0 02 Oct 2023
Multi-Dictionary Tensor Decomposition Maxwell McNeil Petko Bogdanov 40 1 0 18 Sep 2023
Deep-Learning-Aided Alternating Least Squares for Tensor CP Decomposition and Its Application to Massive MIMO Channel Estimation Xiao Gong Wei Chen Bo Ai G. Leus 76 2 0 23 May 2023
Convergence of Alternating Gradient Descent for Matrix Factorization R. Ward T. Kolda 84 9 0 11 May 2023
Statistical and computational rates in high rank tensor estimation Chanwoo Lee Miaoyan Wang 102 1 0 08 Apr 2023
A generalizable framework for low-rank tensor completion with numerical priors Shi-Meng Yuan Kaizhu Huang 61 3 0 12 Feb 2023
Application Performance Modeling via Tensor Completion Edward Hutter Edgar Solomonik 53 3 0 18 Oct 2022
SeKron: A Decomposition Method Supporting Many Factorization Structures Marawan Gamal Abdel Hameed A. Mosleh Marzieh S. Tahaei V. Nia 59 1 0 12 Oct 2022
MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning Yifei Ren Jian Lou Li Xiong Joyce C. Ho Xiaoqian Jiang Sivasubramanium Bhavan OOD 62 3 0 01 Aug 2022
GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion Chaoqi Yang Cheng Qian Jimeng Sun 60 5 0 08 May 2022
Low-rank Tensor Learning with Nonconvex Overlapped Nuclear Norm Regularization Quanming Yao Yaqing Wang Bo Han James T. Kwok 71 2 0 06 May 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering Viktoriia Chekalina Anton Razzhigaev A. Sayapin Evgeny Frolov Alexander Panchenko 55 8 0 22 Apr 2022
TTML: tensor trains for general supervised machine learning Bart Vandereycken Rik Voorhaar 54 2 0 08 Mar 2022
Zero-Truncated Poisson Regression for Sparse Multiway Count Data Corrupted by False Zeros Oscar López Daniel M. Dunlavy R. Lehoucq 34 4 0 25 Jan 2022
Streaming Generalized Canonical Polyadic Tensor Decompositions E. Phipps Nicholas T. Johnson T. Kolda 39 5 0 27 Oct 2021
Reconfigurable Low-latency Memory System for Sparse Matricized Tensor Times Khatri-Rao Product on FPGA Sasindu Wijeratne Rajgopal Kannan Viktor Prasanna 60 6 0 18 Sep 2021
Communication Efficient Generalized Tensor Factorization for Decentralized Healthcare Networks Jing Ma Qiuchen Zhang Jian Lou Li Xiong S. Bhavani Joyce C. Ho 44 0 0 03 Sep 2021
Guaranteed Functional Tensor Singular Value Decomposition Rungang Han Pixu Shi Anru R. Zhang 65 23 0 09 Aug 2021
Sparse Logistic Tensor Decomposition for Binary Data Jianhao Zhang Yoonkyung Lee 33 0 0 27 Jun 2021
ATD: Augmenting CP Tensor Decomposition by Self Supervision Chaoqi Yang Cheng Qian Navjot Singh Cao Xiao M. P. M. Brandon Westover Edgar Solomonik Jimeng Sun ViT 72 8 0 15 Jun 2021
MTC: Multiresolution Tensor Completion from Partial and Coarse Observations Chaoqi Yang Navjot Singh Cao Xiao Cheng Qian Edgar Solomonik Jimeng Sun 58 5 0 14 Jun 2021
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
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses Wenqiang Pu Shahana Ibrahim Xiao Fu Mingyi Hong 118 9 0 29 Apr 2021
Spatiotemporal Tensor Completion for Improved Urban Traffic Imputation Ahmed Ben Said A. Erradi 53 37 0 12 Mar 2021
Beyond the Signs: Nonparametric Tensor Completion via Sign Series Chanwoo Lee Miaoyan Wang 45 5 0 31 Jan 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang Lijun Ding Ziyang Wu Madeleine Udell 141 8 0 01 Jan 2021
Learning Inter-Modal Correspondence and Phenotypes from Multi-Modal Electronic Health Records Kejing Yin W. K. Cheung Benjamin C. M. Fung Jonathan Poon 27 8 0 12 Nov 2020
Multiplicative Updates for NMF with $β$ -Divergences under Disjoint Equality Constraints Valentin Leplat Nicolas Gillis Jérôme Idier 47 11 0 30 Oct 2020
SWIFT: Scalable Wasserstein Factorization for Sparse Nonnegative Tensors Ardavan Afshar Kejing Yin Sherry H. F. Yan Cheng Qian Joyce C. Ho Haesun Park Jimeng Sun 31 11 0 08 Oct 2020
Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations Xiongjun Zhang Michael K. Ng 65 17 0 21 Jul 2020
A Flexible Optimization Framework for Regularized Matrix-Tensor Factorizations with Linear Couplings Carla Schenker Jérémy E. Cohen E. Acar 48 22 0 19 Jul 2020
Using Wavelets and Spectral Methods to Study Patterns in Image-Classification Datasets Roozbeh Yousefzadeh Furong Huang 51 6 0 17 Jun 2020
Baseline Estimation of Commercial Building HVAC Fan Power Using Tensor Completion Shunbo Lei David Hong J. Mathieu I. Hiskens 36 5 0 24 Apr 2020
An Optimal Statistical and Computational Framework for Generalized Tensor Estimation Rungang Han Rebecca Willett Anru R. Zhang 119 70 0 26 Feb 2020
Tensor denoising and completion based on ordinal observations Chanwoo Lee Miaoyan Wang 75 16 0 16 Feb 2020
Regularized and Smooth Double Core Tensor Factorization for Heterogeneous Data Davoud Ataee Tarzanagh George Michailidis 75 5 0 24 Nov 2019
Supervised tensor decomposition with features on multiple modes Jiaxin Hu Chanwoo Lee Miaoyan Wang 65 10 0 21 Oct 2019
Distributed-Memory Tensor Completion for Generalized Loss Functions in Python using New Sparse Tensor Kernels Navjot Singh Zecheng Zhang Xiaoxia Wu Naijing Zhang Siyuan Zhang Edgar Solomonik 51 15 0 06 Oct 2019
Stochastic Gradients for Large-Scale Tensor Decomposition T. Kolda David Hong 72 56 0 04 Jun 2019
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality Miaoyan Wang Lexin Li 97 35 0 13 Nov 2018
Randomized CP Tensor Decomposition N. Benjamin Erichson Krithika Manohar Steven L. Brunton J. Nathan Kutz 97 64 0 27 Mar 2017