2 papers
stat.ML2026
EMS Coreset: An Efficient Expectation-Maximization Algorithm for Sinkhorn Coreset
Haoyun Yin, Chuanhui Liu, Xiao Wang
Coresets distill large datasets into small, representative subsets for efficient downstream learning. Yet Optimal Transport (OT)-based selection typically requires intensive comput…
cs.LG2025
Censor Dependent Variational Inference
Chuanhui Liu, Xiao Wang
This paper provides a comprehensive analysis of variational inference in latent variable models for survival analysis, emphasizing the distinctive challenges associated with applyi…