15 citations · 108 across the 28 of their papers we have counts for
5 papers · 1 filter
Power analysis of knockoff filters for correlated designs
Jingbo Liu, Philippe Rigollet
The knockoff filter introduced by Barber and Candès 2016 is an elegant framework for controlling the false discovery rate in variable selection. While empirical results indicate th…
Euclidean Forward-Reverse Brascamp-Lieb Inequalities: Finiteness, Structure and Extremals
Thomas A. Courtade, Jingbo Liu
A new proof is given for the fact that centered gaussian functions saturate the Euclidean forward-reverse Brascamp-Lieb inequalities, extending the Brascamp-Lieb and Barthe theorem…
Accuracy-Memory Tradeoffs and Phase Transitions in Belief Propagation
Vishesh Jain, Frederic Koehler, Jingbo Liu +1
The analysis of Belief Propagation and other algorithms for the {\em reconstruction problem} plays a key role in the analysis of community detection in inference on graphs, phyloge…
Communication Complexity of Estimating Correlations
Uri Hadar, Jingbo Liu, Yury Polyanskiy +1
We characterize the communication complexity of the following distributed estimation problem. Alice and Bob observe infinitely many iid copies of -correlated unit-variance (Gaus…
Sharp Bounds for Mutual Covering
Jingbo Liu, Mohammad H. Yassaee, Sergio Verdú
A fundamental tool in network information theory is the covering lemma, which lower bounds the probability that there exists a pair of random variables, among a give number of inde…