smduan / HT-Fed-GAN

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HT-Fed-GAN

This repo is the open souce code of our paper: HT-Fed-GAN: Federated Generative Model for Private Horizontally Partitioned Decentralized Tabular Data Synthesis

This repo currently open sourced a key technology of this article called fed-vb-gmm, and the entire code will wait for the end of the paper review.

GMM: VB-GMM.

fed_vb_gmm: one of the key contribution of our paper.

fed_vb_gmm_adult.ipynb: The evaluation experiment of fed-vb-gmm in the paper