Handling Missing Data with Graph Representation Learning

Handling Missing Data with Graph Representation Learning

30 October 2020

Mykel Kochenderfer

Papers citing "Handling Missing Data with Graph Representation Learning"

13 / 13 papers shown

Title
Weighted Graph Structure Learning with Attention Denoising for Node Classification Tingting Wang Jiaxin Su Haobing Liu Ruobing Jiang 63 0 0 15 Mar 2025
SDA-GRIN for Adaptive Spatial-Temporal Multivariate Time Series Imputation Amir Eskandari Aman Anand Drishti Sharma F. Zulkernine AI4TS 56 0 0 04 Oct 2024
Heterogeneous graph attention network improves cancer multiomics integration Sina Tabakhi Charlotte Vandermeulen Ian Sudbery Haiping Lu 19 0 0 05 Aug 2024
Data Quality in Edge Machine Learning: A State-of-the-Art Survey M. D. Belgoumri Mohamed Reda Bouadjenek Sunil Aryal Hakim Hacid 19 1 0 01 Jun 2024
In-Database Data Imputation Massimo Perini Milos Nikolic SyDa 28 2 0 07 Jan 2024
AdaMedGraph: Adaboosting Graph Neural Networks for Personalized Medicine Jie Lian Xufang Luo Caihua Shan Dongqi Han V. Vardhanabhuti Dongsheng Li 16 0 0 24 Nov 2023
Automated Dynamic Bayesian Networks for Predicting Acute Kidney Injury Before Onset David L. Gordon P. Petousis A. Garlid K. Norris K. Tuttle S. Nicholas Alex A. T. Bui CML OOD 17 2 0 20 Apr 2023
Learning Enhanced Representations for Tabular Data via Neighborhood Propagation Kounianhua Du Weinan Zhang Ruiwen Zhou Yangkun Wang Xilong Zhao Jiarui Jin Quan Gan Zheng-Wei Zhang David Wipf AI4TS 16 9 0 14 Jun 2022
Dist2Cycle: A Simplicial Neural Network for Homology Localization A. Keros Vidit Nanda Kartic Subr 19 28 0 28 Oct 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach Qitian Wu Chenxiao Yang Junchi Yan 19 32 0 09 Oct 2021
Multiple Organ Failure Prediction with Classifier-Guided Generative Adversarial Imputation Networks Xinlu Zhang Yun Zhao R. Callcut Linda R. Petzold AI4CE 20 0 0 22 Jun 2021
Contextual HyperNetworks for Novel Feature Adaptation A. Lamb Evgeny S. Saveliev Yingzhen Li Sebastian Tschiatschek Camilla Longden Simon Woodhead José Miguel Hernández-Lobato Richard E. Turner Pashmina Cameron Cheng Zhang OOD 18 6 0 12 Apr 2021
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 157 4,205 0 04 May 2011