Search Results for author: Hans Brouwer

Found 2 papers, 0 papers with code

SiloFuse: Cross-silo Synthetic Data Generation with Latent Tabular Diffusion Models

no code implementations4 Apr 2024 Aditya Shankar, Hans Brouwer, Rihan Hai, Lydia Chen

We introduce SiloFuse, a novel generative framework for high-quality synthesis from cross-silo tabular data.

Synthetic Data Generation

Quantifying and Mitigating Privacy Risks for Tabular Generative Models

no code implementations12 Mar 2024 Chaoyi Zhu, Jiayi Tang, Hans Brouwer, Juan F. Pérez, Marten van Dijk, Lydia Y. Chen

The backbone technology of tabular synthesizers is rooted in image generative models, ranging from Generative Adversarial Networks (GANs) to recent diffusion models.

Privacy Preserving

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