575 citations · 929 across the 52 of their papers we have counts for
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math.ST2014★ 49 cited
Privacy and Statistical Risk: Formalisms and Minimax Bounds
Rina Foygel Barber, John C. Duchi
We explore and compare a variety of definitions for privacy and disclosure limitation in statistical estimation and data analysis, including (approximate) differential privacy, tes…
math.ST2014★ 1 cited
High-dimensional Ising model selection with Bayesian information criteria
Rina Foygel Barber, Mathias Drton
We consider the use of Bayesian information criteria for selection of the graph underlying an Ising model. In an Ising model, the full conditional distributions of each variable fo…