2 papers
cs.CR2018
Privacy Preserving Analytics on Distributed Medical Data
Marina Blanton, Ah Reum Kang, Subhadeep Karan +1
Objective: To enable privacy-preserving learning of high quality generative and discriminative machine learning models from distributed electronic health records. Methods and Resul…
stat.ML2018
Fast Counting in Machine Learning Applications
Subhadeep Karan, Matthew Eichhorn, Blake Hurlburt +2
We propose scalable methods to execute counting queries in machine learning applications. To achieve memory and computational efficiency, we abstract counting queries and their con…