2 papers
stat.ML2017
Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction
Hossein Soleimani, James Hensman, Suchi Saria
Missing data and noisy observations pose significant challenges for reliably predicting events from irregularly sampled multivariate time series (longitudinal) data. Imputation met…
stat.ML2016
Trading-Off Cost of Deployment Versus Accuracy in Learning Predictive Models
Daniel P. Robinson, Suchi Saria
Predictive models are finding an increasing number of applications in many industries. As a result, a practical means for trading-off the cost of deploying a model versus its effec…