Bernstein, Garrett

1. Differentially Private Bayesian Linear Regression
   2019/10/29 by Bernstein, Garrett, Sheldon, Daniel · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Consistently Estimating Markov Chains with Noisy Aggregate Data
   2016/04/14 by Garrett Bernstein, Daniel Sheldon, Bernstein, Garrett +1 · 1 citation
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
3. Differentially Private Bayesian Inference for Exponential Families
   2018/09/06 by Garrett Bernstein, Bernstein, Garrett, Daniel Sheldon +1 · 2 citations
   Computer Science · Mathematics · #Privacy-Preserving Technologies in Data #Statistical Methods and Bayesian Inference #Random Matrices and Applications