37 citations · 64 across the 6 of their papers we have counts for
3 papers · 1 filter
Lower bounds in multiple testing: A framework based on derandomized proxies
Max Rabinovich, Michael I. Jordan, Martin J. Wainwright
The large bulk of work in multiple testing has focused on specifying procedures that control the false discovery rate (FDR), with relatively less attention being paid to the corres…
Optimal Rates and Tradeoffs in Multiple Testing
Maxim Rabinovich, Aaditya Ramdas, Michael I. Jordan +1
Multiple hypothesis testing is a central topic in statistics, but despite abundant work on the false discovery rate (FDR) and the corresponding Type-II error concept known as the f…
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…