206 citations · 347 across the 17 of their papers we have counts for
3 papers · 1 filter
A Closer Look at the Calibration of Differentially Private Learners
Hanlin Zhang, Xuechen Li, Prithviraj Sen +2
We systematically study the calibration of classifiers trained with differentially private stochastic gradient descent (DP-SGD) and observe miscalibration across a wide range of vi…
Forecasting in multivariate irregularly sampled time series with missing values
Shivam Srivastava, Prithviraj Sen, Berthold Reinwald
Sparse and irregularly sampled multivariate time series are common in clinical, climate, financial and many other domains. Most recent approaches focus on classification, regressio…
Deep Learning with Apache SystemML
Niketan Pansare, Michael Dusenberry, Nakul Jindal +3
Enterprises operate large data lakes using Hadoop and Spark frameworks that (1) run a plethora of tools to automate powerful data preparation/transformation pipelines, (2) run on s…