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stat.AP2026
Modeling Cell Developmental Trajectory using Multinomial Unbalanced Optimal Transport
Junhao Zhu, Kevin Zhang, Zhaolei Zhang +1
Single-cell trajectory analysis aims to reconstruct the biological developmental processes of cells as they evolve over time, leveraging temporal correlations in gene expression. D…
stat.AP2026
A Statistically Reliable Optimization Framework for Bandit Experiments in Scientific Discovery
Tong Li, Travis Mandel, Goldie Phillips +4
Scientific experimentation is largely driven by statistical hypothesis testing to determine significant differences in interventions. Traditionally, experimenters allocate samples…