Garrett Bernstein

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 8

Top Topics

Differentially Private

Bayesian Inference

Top Venues

Publications

Garrett Bernstein, Daniel Sheldon
Differentially Private Bayesian Linear Regression. CoRR (2019)
Garrett Bernstein, Daniel R. Sheldon
Differentially Private Bayesian Linear Regression. NeurIPS (2019)
Garrett Bernstein, Daniel R. Sheldon
Differentially Private Bayesian Inference for Exponential Families. NeurIPS (2018)
Garrett Bernstein, Daniel Sheldon
Differentially Private Bayesian Inference for Exponential Families. CoRR (2018)
Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau
Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models. CoRR (2017)
Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau
Differentially Private Learning of Undirected Graphical Models Using Collective Graphical Models. ICML (2017)
Garrett Bernstein, Daniel Sheldon
Consistently Estimating Markov Chains with Noisy Aggregate Data. CoRR (2016)
Garrett Bernstein, Daniel Sheldon
Consistently Estimating Markov Chains with Noisy Aggregate Data. AISTATS (2016)
Kevin Winner, Garrett Bernstein, Daniel Sheldon
Inference in a Partially Observed Queuing Model with Applications in Ecology. ICML (2015)
Steven Thomas Smith, Edward K. Kao, Kenneth D. Senne, Garrett Bernstein
Bayesian network detection using absorbing Markov chains. ICASSP (2014)
Steven Thomas Smith, Edward K. Kao, Kenneth D. Senne, Garrett Bernstein, Scott Philips
Bayesian Discovery of Threat Networks. IEEE Trans. Signal Process. 62 (20) (2014)
Steven Thomas Smith, Kenneth D. Senne, Scott Philips, Edward K. Kao, Garrett Bernstein
Network Detection Theory and Performance CoRR (2013)
Steven Thomas Smith, Edward K. Kao, Kenneth D. Senne, Garrett Bernstein, Scott Philips
Bayesian Discovery of Threat Networks. CoRR (2013)
Garrett Bernstein, Kyle O'Brien
Stochastic Agent-Based Simulations of Social Networks. CoRR (2013)
Garrett Bernstein, Kyle O'Brien
Stochastic agent-based simulations of social networks. SpringSim (ANSS) (2013)