Generative Modeling of Complex Data

4 February 2022

Papers citing "Generative Modeling of Complex Data"

8 / 8 papers shown

Title
A Comparison of SynDiffix Multi-table versus Single-table Synthetic Data Paul Francis 29 0 0 13 Mar 2024
Qrlew: Rewriting SQL into Differentially Private SQL Nicolas Grislain Paul Roussel Victoria de Sainte Agathe 18 1 0 11 Jan 2024
DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation Rodrigo Castellon Achintya Gopal Brian Bloniarz David S. Rosenberg 16 7 0 19 Jul 2023
Privately generating tabular data using language models Alexandre Sablayrolles Yue Wang Brian Karrer LMTD 11 4 0 07 Jun 2023
CTAB-GAN: Effective Table Data Synthesizing Zilong Zhao A. Kunar H. V. D. Scheer Robert Birke L. Chen CML 123 198 0 16 Feb 2021
Copula Flows for Synthetic Data Generation Sanket Kamthe Samuel A. Assefa M. Deisenroth 67 50 0 03 Jan 2021
TabTransformer: Tabular Data Modeling Using Contextual Embeddings Xin Huang A. Khetan Milan Cvitkovic Zohar S. Karnin ViT LMTD 157 416 0 11 Dec 2020
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 116 467 0 09 Jun 2018