William Ka Kei Wu

InfoShape: Task-Based Neural Data Shaping via Mutual Information

2022 · arXiv (Cornell University)

The use of mutual information as a tool in private data sharing has remained an open challenge due to the difficulty of its estimation in practice. In this paper, we propose InfoShape, a task-based encoder …