1 citations · 1 across the 4 of their papers we have counts for
5 papers
An Efficient Method To Generate A Discrete Uniform Distribution Using A Biased Random Source
Xiaoyu Lei
This article presents an efficient algorithm to generate a discrete uniform distribution on a set of elements using a biased random source for prime. The algorithm generali…
High-dimensional Inference and FDR Control for Simulated Markov Random Fields
Haoyu Wei, Xiaoyu Lei, Yixin Han +1
Identifying important features linked to a response variable is a fundamental task in various scientific domains. This article explores statistical inference for simulated Markov r…
Asymptotic in a class of network models with an increasing sub-Gamma degree sequence
Jing Luo, Haoyu Wei, Xiaoyu Lei +1
For the differential privacy under the sub-Gamma noise, we derive the asymptotic properties of a class of network models with binary values with a general link function. In this pa…
Heterogeneous Overdispersed Count Data Regressions via Double Penalized Estimations
Shaomin Li, Haoyu Wei, Xiaoyu Lei
This paper studies the non-asymptotic merits of the double -regularized for heterogeneous overdispersed count data via negative binomial regressions. Under the restricted e…
Non-asymptotic Optimal Prediction Error for Growing-dimensional Partially Functional Linear Models
Huiming Zhang, Xiaoyu Lei
Under the reproducing kernel Hilbert spaces (RKHS), we consider the penalized least-squares of the partially functional linear models (PFLM), whose predictor contains both function…