3 papers
stat.ML2025
Oh SnapMMD! Forecasting Stochastic Dynamics Beyond the Schrödinger Bridge's End
Renato Berlinghieri, Yunyi Shen, Jialong Jiang +1
Scientists often want to make predictions beyond the observed time horizon of "snapshot" data following latent stochastic dynamics. For example, in time course single-cell mRNA pro…
stat.CO2025
Wild posteriors in the wild
Yunyi Shen, Tamara Broderick
Bayesian posterior approximation has become more accessible to practitioners than ever, thanks to modern black-box software. While these tools provide highly accurate approximation…
q-bio.PE2024
Explicit modeling of density dependence in spatial capture-recapture models
Qing Zhao, Yunyi Shen
Density dependence occurs at the individual level and thus is greatly influenced by spatial local heterogeneity in habitat conditions. However, density dependence is often evaluate…