3k citations · 24.2k across the 299 of their papers we have counts for
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Function-Specific Mixing Times and Concentration Away from Equilibrium
Maxim Rabinovich, Aaditya Ramdas, Michael I. Jordan +1
Slow mixing is the central hurdle when working with Markov chains, especially those used for Monte Carlo approximations (MCMC). In many applications, it is only of interest to esti…
A constructive definition of the beta process
John Paisley, Michael I Jordan
We derive a construction of the beta process that allows for the atoms with significant measure to be drawn first. Our representation is based on an extension of the Sethuraman (19…
Minimax Optimal Procedures for Locally Private Estimation
John Duchi, Martin Wainwright, Michael Jordan
Working under a model of privacy in which data remains private even from the statistician, we study the tradeoff between privacy guarantees and the risk of the resulting statistica…