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ORCIDGarrett Bernstein
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2010 – 2019
- 2019
[c7]Garrett Bernstein, Daniel Sheldon:
Differentially Private Bayesian Linear Regression. NeurIPS 2019: 523-533- [i7]Garrett Bernstein, Daniel Sheldon:
Differentially Private Bayesian Linear Regression. CoRR abs/1910.13153 (2019) - 2018
- [c6]Garrett Bernstein, Daniel Sheldon:
Differentially Private Bayesian Inference for Exponential Families. NeurIPS 2018: 2924-2934 - [i6]Garrett Bernstein, Daniel Sheldon:
Differentially Private Bayesian Inference for Exponential Families. CoRR abs/1809.02188 (2018) - 2017
- [c5]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: 478-487 - [i5]Garrett Bernstein, Ryan McKenna, Tao Sun, Daniel Sheldon, Michael Hay, Gerome Miklau:
Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models. CoRR abs/1706.04646 (2017) - 2016
- [c4]Garrett Bernstein, Daniel Sheldon:
Consistently Estimating Markov Chains with Noisy Aggregate Data. AISTATS 2016: 1142-1150 - [i4]Garrett Bernstein, Daniel Sheldon:
Consistently Estimating Markov Chains with Noisy Aggregate Data. CoRR abs/1604.04182 (2016) - 2015
- [c3]Kevin Winner, Garrett Bernstein, Daniel Sheldon:
Inference in a Partially Observed Queuing Model with Applications in Ecology. ICML 2015: 2512-2520 - 2014
- [j1]Steven Thomas Smith, Edward K. Kao, Kenneth D. Senne, Garrett Bernstein, Scott Philips:
Bayesian Discovery of Threat Networks. IEEE Trans. Signal Process. 62(20): 5324-5338 (2014) - [c2]Steven Thomas Smith, Edward K. Kao, Kenneth D. Senne, Garrett Bernstein:
Bayesian network detection using absorbing Markov chains. ICASSP 2014: 3435-3439 - 2013
- [c1]Garrett Bernstein, Kyle O'Brien:
Stochastic agent-based simulations of social networks. SpringSim (ANSS) 2013: 5 - [i3]Steven Thomas Smith, Kenneth D. Senne, Scott Philips, Edward K. Kao, Garrett Bernstein:
Network Detection Theory and Performance. CoRR abs/1303.5613 (2013) - [i2]Garrett Bernstein, Kyle O'Brien:
Stochastic Agent-Based Simulations of Social Networks. CoRR abs/1309.1747 (2013) - [i1]Steven Thomas Smith, Edward K. Kao, Kenneth D. Senne, Garrett Bernstein, Scott Philips:
Bayesian Discovery of Threat Networks. CoRR abs/1311.5552 (2013)
Coauthor Index
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