papers
Publications (6)
cs.LG2016
Consistently Estimating Markov Chains with Noisy Aggregate Data
Garrett Bernstein, Daniel Sheldon
cs.LG2017
Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models
Garrett Bernstein, Ryan McKenna, Tao Sun +3
cs.SI2014
Bayesian Discovery of Threat Networks
Steven T. Smith, Edward K. Kao, Kenneth D. Senne +2
cs.SI2013
Network Detection Theory and Performance
Steven T. Smith, Kenneth D. Senne, Scott Philips +2
cs.SI2013
Stochastic Agent-Based Simulations of Social Networks
Garrett Bernstein, Kyle O'Brien
cs.LG2018
Differentially Private Bayesian Inference for Exponential Families
Garrett Bernstein, Daniel Sheldon