8 citations · 11 across the 4 of their papers we have counts for
4 papers
Fundamental limits of community detection from multi-view data: multi-layer, dynamic and partially labeled block models
Xiaodong Yang, Buyu Lin, Subhabrata Sen
Multi-view data arises frequently in modern network analysis e.g. relations of multiple types among individuals in social network analysis, longitudinal measurements of interaction…
Normalized/Clipped SGD with Perturbation for Differentially Private Non-Convex Optimization
Xiaodong Yang, Huishuai Zhang, Wei Chen +1
By ensuring differential privacy in the learning algorithms, one can rigorously mitigate the risk of large models memorizing sensitive training data. In this paper, we study two al…
On Gibbs Sampling for Structured Bayesian Models Discussion of paper by Zanella and Roberts
Xiaodong Yang, Jun S. Liu
This article is a discussion of Zanella and Roberts' paper: Multilevel linear models, gibbs samplers and multigrid decompositions. We consider several extensions in which the multi…
Convergence Rate of Multiple-try Metropolis Independent sampler
Xiaodong Yang, Jun S. Liu
The Multiple-try Metropolis (MTM) method is an interesting extension of the classical Metropolis-Hastings algorithm. However, theoretical understandings of its convergence behavior…