Missing Data Imputation using Optimal Transport

Missing Data Imputation using Optimal Transport

10 February 2020

Claire Boyer

Papers citing "Missing Data Imputation using Optimal Transport"

16 / 16 papers shown

Title
OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels Seunghun Baek Jaeyoon Sim Guorong Wu Won Hwa Kim MedIm 57 1 0 03 Mar 2025
Robust Simulation-Based Inference under Missing Data via Neural Processes Yogesh Verma Ayush Bharti Vikas K. Garg 68 0 0 03 Mar 2025
Imputation for prediction: beware of diminishing returns Marine Le Morvan Gaël Varoquaux AI4TS 78 1 0 21 Feb 2025
Multi-scale Temporal Fusion Transformer for Incomplete Vehicle Trajectory Prediction Zhanwen Liu Chao Li Yang Wang Nan Yang Xing Fan Jiaqi Ma Xiangmo Zhao 32 2 0 02 Sep 2024
MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data Jianping Zhou Bin Lu Zhanyu Liu Siyu Pan Xuejun Feng Hua Wei Guanjie Zheng Xinbing Wang Chenghu Zhou 28 2 0 05 Jun 2024
A novel feature selection framework for incomplete data Cong Guo 11 2 0 07 Dec 2023
Optimal Transport for Measures with Noisy Tree Metric Tam Le Truyen V. Nguyen Kenji Fukumizu OT 32 4 0 20 Oct 2023
Transformed Distribution Matching for Missing Value Imputation He Zhao Ke Sun Amir Dezfouli Edwin V. Bonilla 34 19 0 20 Feb 2023
Multiple Imputation with Neural Network Gaussian Process for High-dimensional Incomplete Data Zongyu Dai Zhiqi Bu Q. Long 29 4 0 23 Nov 2022
Autoencoder-based Attribute Noise Handling Method for Medical Data Thomas Ranvier H. Elghazel E. Coquery K. Benabdeslem 27 0 0 20 Jun 2022
Classification of datasets with imputed missing values: does imputation quality matter? Tolou Shadbahr M. Roberts Jan Stanczuk J. Gilbey P. Teare ... T. Mirtti A. Rannikko J. Aston Jing Tang Carola-Bibiane Schönlieb 27 52 0 16 Jun 2022
Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification Mengyu Li Jun Yu Hongteng Xu Cheng Meng 26 13 0 26 May 2022
Generative Trees: Adversarial and Copycat Richard Nock Mathieu Guillame-Bert 24 5 0 26 Jan 2022
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 37 146 0 05 Mar 2021
Disambiguation of weak supervision with exponential convergence rates Vivien A. Cabannes Francis R. Bach Alessandro Rudi 33 5 0 04 Feb 2021
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 177 4,222 0 04 May 2011