Generative Imputation and Stochastic Prediction

22 May 2019

Papers citing "Generative Imputation and Stochastic Prediction"

9 / 9 papers shown

Title
Towards Explainable Automated Data Quality Enhancement without Domain Knowledge Djibril Sarr 21 0 0 16 Sep 2024
Missing Data Imputation With Granular Semantics and AI-driven Pipeline for Bankruptcy Prediction Debarati B. Chakraborty Ravi Ranjan AI4TS 19 0 0 15 Mar 2024
I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data Tobias Leemann Martin Pawelczyk Christian Thomas Eberle Gjergji Kasneci 38 1 0 25 Oct 2022
Handling missing values in healthcare data: A systematic review of deep learning-based imputation techniques Mingxuan Liu Siqi Li Han Yuan M. Ong Yilin Ning F. Xie S. Saffari V. Volovici Bibhas Chakraborty Nan Liu AI4TS 27 52 0 15 Oct 2022
Language Models are Realistic Tabular Data Generators V. Borisov Kathrin Seßler Tobias Leemann Martin Pawelczyk Gjergji Kasneci LMTD 27 223 0 12 Oct 2022
A Consistent and Efficient Evaluation Strategy for Attribution Methods Yao Rong Tobias Leemann V. Borisov Gjergji Kasneci Enkelejda Kasneci FAtt 23 92 0 01 Feb 2022
Convolutional generative adversarial imputation networks for spatio-temporal missing data in storm surge simulations Ehsan Adeli Jize Zhang A. Taflanidis AI4TS AI4CE GAN 34 3 0 03 Nov 2021
Fairness in Missing Data Imputation Yiliang Zhang Q. Long 30 12 0 22 Oct 2021
IGANI: Iterative Generative Adversarial Networks for Imputation with Application to Traffic Data A. Kazemi Hadi Meidani 9 19 0 11 Aug 2020