5 citations · 10 across the 3 of their papers we have counts for
3 papers
math.ST2015★ 2 cited
Multivariate Density Estimation via Adaptive Partitioning (II): Posterior Concentration
Linxi Liu, Wing Hung Wong
In this paper, we study a class of non-parametric density estimators under Bayesian settings. The estimators are piecewise constant functions on binary partitions. We analyze the c…
stat.ML2015★ 5 cited
Communication-Efficient False Discovery Rate Control via Knockoff Aggregation
Weijie Su, Junyang Qian, Linxi Liu
The false discovery rate (FDR)---the expected fraction of spurious discoveries among all the discoveries---provides a popular statistical assessment of the reproducibility of scien…
math.ST2014★ 3 cited
Multivariate Density Estimation via Adaptive Partitioning (I): Sieve MLE
Linxi Liu, Wing Hung Wong
We study a non-parametric approach to multivariate density estimation. The estimators are piecewise constant density functions supported by binary partitions. The partition of the…