1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ME2025
Robust Variational Bayes by Min-Max Median Aggregation
Jiawei Yan, Ju Liu, Weidong Liu +1
We propose a robust and scalable variational Bayes (VB) framework designed to effectively handle contamination and outliers in dataset. Our approach partitions the data into di…
math.ST2025
Variational Bernstein-von Mises theorem with increasing parameter dimension
Jiawei Yan, Peirong Xu, Tao Wang
Variational Bayes (VB) provides a computationally efficient alternative to Markov Chain Monte Carlo, especially for high-dimensional and large-scale inference. However, existing th…
q-bio.MN2014★ 1 cited
Theoretical modelling discriminates the stochastic and deterministic hypothesis of cell reprogramming
Jiawei Yan, Pu Zheng, Xingjie Pan
How to induce differentiated cells into pluripotent cells has elicited researchers' interests for a long time since pluripotent stem cells are able to offer remarkable potential in…