Private machine learning: Extension to the bayesian setting and higher dimensional querying

Private Machine Learning, Bayesian, High Dimensional, 2018

We extended the private machine learning framework to include higher dimensional querying arriving at upper and lower bounds on sample complexity. Provided a primer for querying under the bayesian setting with a prior on the underlying distribution of keys.