Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention

1 code implementation • 5 May 2023 • Anshul Thakur, Tingting Zhu, Vinayak Abrol, Jacob Armstrong, Yujiang Wang, David A. Clifton

Experimental evaluation highlights that models trained on encoded time-series data effectively uphold the information bottleneck principle and hence, exhibit lesser information leakage from trained models.

Deep Learning Time Series