Stochastic agent-based simulations of social networks. - Garrett Bernstein; Kyle O'Brien (SpringSim (ANSS), 2013)

Network Detection Theory and Performance - Steven Thomas Smith; Kenneth D. Senne; Scott Philips; Edward K. Kao; Garrett Bernstein (CoRR, 2013)

Bayesian network detection using absorbing Markov chains. - Steven Thomas Smith; Edward K. Kao; Kenneth D. Senne; Garrett Bernstein (ICASSP, 2014)

Bayesian Discovery of Threat Networks. - Steven Thomas Smith; Edward K. Kao; Kenneth D. Senne; Garrett Bernstein; Scott Philips (IEEE Trans. Signal Process., 2014)

Inference in a Partially Observed Queuing Model with Applications in Ecology. - Kevin Winner; Garrett Bernstein; Daniel Sheldon (ICML, 2015)

Consistently Estimating Markov Chains with Noisy Aggregate Data. - Garrett Bernstein; Daniel Sheldon (AISTATS, 2016)

Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models. - Garrett Bernstein; Ryan McKenna; Tao Sun 008; Daniel Sheldon; Michael Hay; Gerome Miklau (ICML, 2017)

Differentially Private Bayesian Inference for Exponential Families. - Garrett Bernstein; Daniel Sheldon (NeurIPS, 2018)

Differentially Private Bayesian Linear Regression. - Garrett Bernstein; Daniel Sheldon (NeurIPS, 2019)