Bernstein, Garrett

5 publications

NeurIPS 2019 Differentially Private Bayesian Linear Regression Garrett Bernstein, Daniel R. Sheldon

NeurIPS 2018 Differentially Private Bayesian Inference for Exponential Families Garrett Bernstein, Daniel R. Sheldon

ICML 2017 Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau

AISTATS 2016 Consistently Estimating Markov Chains with Noisy Aggregate Data Garrett Bernstein, Daniel Sheldon

ICML 2015 Inference in a Partially Observed Queuing Model with Applications in Ecology Kevin Winner, Garrett Bernstein, Dan Sheldon