2 papers
stat.ML2026
Fast Gibbs Sampling on Bayesian Hidden Markov Model with Missing Observations
Dongrong Li, Tianwei Yu, Xiaodan Fan
The Hidden Markov Model (HMM) is a widely-used statistical model for handling sequential data. However, the presence of missing observations in real-world datasets often complicate…
stat.ME2024
Generalized Bayesian nonparametric clustering framework for high-dimensional spatial omics data
Bencong Zhu, Guanyu Hu, Xiaodan Fan +1
The advent of next-generation sequencing-based spatially resolved transcriptomics (SRT) techniques has transformed genomic research by enabling high-throughput gene expression prof…