Transformed Distribution Matching for Missing Value Imputation

Transformed Distribution Matching for Missing Value Imputation

20 February 2023

Edwin V. Bonilla

Papers citing "Transformed Distribution Matching for Missing Value Imputation"

14 / 14 papers shown

Title
Robust Simulation-Based Inference under Missing Data via Neural Processes Yogesh Verma Ayush Bharti Vikas K. Garg 63 0 0 03 Mar 2025
On LLM-Enhanced Mixed-Type Data Imputation with High-Order Message Passing J. T. Wang Kai Wang Y. Zhang Wenjie Zhang Xiwei Xu Xuemin Lin 29 1 0 04 Jan 2025
mDAE : modified Denoising AutoEncoder for missing data imputation Mariette Dupuy Marie Chavent Remi Dubois 65 1 0 19 Nov 2024
Rethinking the Diffusion Models for Numerical Tabular Data Imputation from the Perspective of Wasserstein Gradient Flow Zhichao Chen Haoxuan Li Fangyikang Wang Odin Zhang Hu Xu Xiaoyu Jiang Zhihuan Song Eric H. Wang DiffM 40 1 0 22 Jun 2024
LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang He Zhao Dinh Q. Phung Wray L. Buntine Lan Du ALM ELM 66 2 0 13 Jun 2024
Unleashing the Potential of Diffusion Models for Incomplete Data Imputation Hengrui Zhang Liancheng Fang Philip S. Yu 24 5 0 31 May 2024
Masked Language Modeling Becomes Conditional Density Estimation for Tabular Data Synthesis SeungHwan An Gyeongdong Woo Jaesung Lim ChangHyun Kim Sungchul Hong Jong-June Jeon 55 1 0 31 May 2024
Scalable Numerical Embeddings for Multivariate Time Series: Enhancing Healthcare Data Representation Learning Chun-Kai Huang Yi-Hsien Hsieh Ta-Jung Chien Li-Cheng Chien Shao-Hua Sun T. Su J. Kao Che Lin AI4TS 32 0 0 26 May 2024
Higher-order Spatio-temporal Physics-incorporated Graph Neural Network for Multivariate Time Series Imputation Guojun Liang Prayag Tiwari Slawomir Nowaczyk Stefan Byttner AI4TS AI4CE 49 3 0 16 May 2024
A parameter-free clustering algorithm for missing datasets Qi Li Xianjun Zeng Shuliang Wang Wenhao Zhu Shijie Ruan Zhimeng Yuan 17 0 0 08 Apr 2024
Optimal Transport for Structure Learning Under Missing Data Vy Vo He Zhao Trung Le Edwin V. Bonilla Dinh Q. Phung CML 43 3 0 23 Feb 2024
Learning Optimal Transport Between two Empirical Distributions with Normalizing Flows Florentin Coeurdoux N. Dobigeon P. Chainais OOD OT 24 7 0 04 Jul 2022
MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms Trent Kyono Yao Zhang Alexis Bellot M. Schaar CML 47 61 0 04 Nov 2021
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 157 4,214 0 04 May 2011