3k citations · 24.2k across the 299 of their papers we have counts for
4 papers · 2 filters
Online control of the false discovery rate with decaying memory
Aaditya Ramdas, Fanny Yang, Martin J. Wainwright +1
In the online multiple testing problem, p-values corresponding to different null hypotheses are observed one by one, and the decision of whether or not to reject the current hypoth…
DAGGER: A sequential algorithm for FDR control on DAGs
Aaditya Ramdas, Jianbo Chen, Martin J. Wainwright +1
We propose a linear-time, single-pass, top-down algorithm for multiple testing on directed acyclic graphs (DAGs), where nodes represent hypotheses and edges specify a partial order…
Covariances, Robustness, and Variational Bayes
Ryan Giordano, Tamara Broderick, Michael I. Jordan
Mean-field Variational Bayes (MFVB) is an approximate Bayesian posterior inference technique that is increasingly popular due to its fast runtimes on large-scale datasets. However,…
A unified treatment of multiple testing with prior knowledge using the p-filter
Aaditya Ramdas, Rina Foygel Barber, Martin J. Wainwright +1
There is a significant literature on methods for incorporating knowledge into multiple testing procedures so as to improve their power and precision. Some common forms of prior kno…