ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion
Models

ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models

28 May 2024

Masoumeh Shafieinejad

Papers citing "ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models"

12 / 12 papers shown

Title
The DCR Delusion: Measuring the Privacy Risk of Synthetic Data Zexi Yao Natasa Krco Georgi Ganev Yves-Alexandre de Montjoye 43 0 0 02 May 2025
Benchmarking Differentially Private Tabular Data Synthesis Kai Chen Xiaochen Li Chen Gong Ryan McKenna Tianhao Wang 21 0 0 18 Apr 2025
TAMIS: Tailored Membership Inference Attacks on Synthetic Data Paul Andrey B. L. Bars Marc Tommasi 43 0 0 01 Apr 2025
Winning the MIDST Challenge: New Membership Inference Attacks on Diffusion Models for Tabular Data Synthesis Xiaoyu Wu Yifei Pang Terrance Liu Steven Wu 55 2 0 15 Mar 2025
Adopt a PET! An Exploration of PETs, Policy, and Practicalities for Industry in Canada Masoumeh Shafieinejad Xi He Bailey Kacsmar OnRL 34 0 0 04 Mar 2025
Diffusion Models for Tabular Data: Challenges, Current Progress, and Future Directions Zhong Li Qi Huang Lincen Yang Jiayang Shi Zhao Yang N. V. Stein Thomas Bäck M. Leeuwen DiffM 37 0 0 24 Feb 2025
Benchmarking the Fidelity and Utility of Synthetic Relational Data Valter Hudovernik Martin Jurkovič Erik Štrumbelj 23 2 0 04 Oct 2024
STaSy: Score-based Tabular data Synthesis Jayoung Kim C. Lee Noseong Park DiffM 54 57 0 08 Oct 2022
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 38 186 0 17 Feb 2021
CTAB-GAN: Effective Table Data Synthesizing Zilong Zhao A. Kunar H. V. D. Scheer Robert Birke L. Chen CML 118 196 0 16 Feb 2021
Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions Emiel Hoogeboom Didrik Nielsen P. Jaini Patrick Forré Max Welling DiffM 202 392 0 10 Feb 2021
SMOTE: Synthetic Minority Over-sampling Technique Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 160 25,150 0 09 Jun 2011