Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning

15 December 2019

Papers citing "Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning"

16 / 16 papers shown

Title
A systematic review of challenges and proposed solutions in modeling multimodal data Maryam Farhadizadeh Maria Weymann Michael Blaß Johann Kraus Christopher Gundler Sebastian Walter Noah Hempen Harald Binde Nadine Binder 66 0 0 11 May 2025
DPERC: Direct Parameter Estimation for Mixed Data Tuan L.Vo Quan Huu Do Uyen Dang T. Nguyen Pål Halvorsen Michael A. Riegler Binh T. Nguyen 79 2 0 17 Jan 2025
Explainability of Machine Learning Models under Missing Data Tuan L. Vo T. Nguyen Hugo Lewi Hammer Michael A. Riegler Pål Halvorsen Pal Halvorsen 139 3 0 29 Jun 2024
BrainODE: Dynamic Brain Signal Analysis via Graph-Aided Neural Ordinary Differential Equations Kaiqiao Han Yi Yang Zijie Huang Xuan Kan Yang Yang ... Lifang He Liang Zhan Yizhou Sun Wei Wang Carl Yang 100 3 0 30 Apr 2024
Imputation using training labels and classification via label imputation Thu Nguyen Tuan L. Vo Pål Halvorsen Michael A. Riegler 106 0 0 28 Nov 2023
Blockwise Principal Component Analysis for monotone missing data imputation and dimensionality reduction Tu T. Do Mai Anh Vu Tuan L. Vo Hoang Thien Ly Thu Nguyen Steven A. Hicks Michael A. Riegler Pål Halvorsen Binh Duc Nguyen 26 4 0 10 May 2023
Conditional expectation with regularization for missing data imputation Mai Anh Vu Thu Nguyen Tu T. Do Nhan Phan Nitesh V. Chawla Pål Halvorsen Michael A. Riegler Binh Duc Nguyen 127 2 0 02 Feb 2023
Data Imputation with Iterative Graph Reconstruction J. Zhong Weiwei Ye Ning Gui 51 13 0 06 Dec 2022
Nonlinear matrix recovery using optimization on the Grassmann manifold Florentin Goyens C. Cartis Armin Eftekhari 57 6 0 13 Sep 2021
A Simple Approach to Automated Spectral Clustering Jicong Fan Y. Tu Zhao Zhang Mingbo Zhao Haijun Zhang 111 20 0 23 Jul 2021
Unique sparse decomposition of low rank matrices Dian Jin Xin Bing Yuqian Zhang 147 4 0 14 Jun 2021
DPER: Efficient Parameter Estimation for Randomly Missing Data Thu Nguyen Khoi Minh Nguyen-Duy D. M. Nguyen Binh T. Nguyen B. A. Wade 23 1 0 06 Jun 2021
Matrix Completion with Quantified Uncertainty through Low Rank Gaussian Copula Yuxuan Zhao Madeleine Udell 101 23 0 18 Jun 2020
Efficient AutoML Pipeline Search with Matrix and Tensor Factorization Chengrun Yang Jicong Fan Ziyang Wu Madeleine Udell 65 9 0 07 Jun 2020
Robust Non-Linear Matrix Factorization for Dictionary Learning, Denoising, and Clustering Jicong Fan Chengrun Yang Madeleine Udell 88 20 0 04 May 2020
Tensor Methods for Nonlinear Matrix Completion Greg Ongie Daniel L. Pimentel-Alarcón Laura Balzano Rebecca Willett Robert D. Nowak 112 16 0 26 Apr 2018