no code implementations • 29 Jan 2019 • Teppo Niinimäki, Mikko Heikkilä, Antti Honkela, Samuel Kaski
Differentially private learning with genomic data is challenging because it is more difficult to guarantee the privacy in high dimensions.
1 code implementation • NeurIPS 2017 • Mikko Heikkilä, Eemil Lagerspetz, Samuel Kaski, Kana Shimizu, Sasu Tarkoma, Antti Honkela
Many applications of machine learning, for example in health care, would benefit from methods that can guarantee privacy of data subjects.