MC-GEN:Multi-level Clustering for Private Synthetic Data Generation. (arXiv:2205.14298v1 [cs.LG])

Nowadays, machine learning is one of the most common technology to turn raw
data into useful information in scientific and industrial processes. The
performance of the machine learning model often depends on the size of dataset.
Companies and research institutes usually share or exchange their data to avoid
data scarcity. However, sharing original datasets that contain private
information can cause privacy leakage. Utilizing synthetic datasets which have
similar characteristics as a substitute is one of the solutions to avoid the …

data lg synthetic data