2 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.CR2018★ 2 cited
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…
cs.AI2017★ 2 cited
Scalable Exact Parent Sets Identification in Bayesian Networks Learning with Apache Spark
Subhadeep Karan, Jaroslaw Zola
In Machine Learning, the parent set identification problem is to find a set of random variables that best explain selected variable given the data and some predefined scoring funct…