2 papers
cs.LG2025
Multi-Marginal Stochastic Flow Matching for High-Dimensional Snapshot Data at Irregular Time Points
Justin Lee, Behnaz Moradijamei, Heman Shakeri
Modeling the evolution of high-dimensional systems from limited snapshot observations at irregular time points poses a significant challenge in quantitative biology and related fie…
stat.ME2025
A Dimension-Reduced Multivariate Spatial Model for Extreme Events: Balancing Flexibility and Scalability
Remy MacDonald, Benjamin Seiyon Lee, John Foley +1
Modeling extreme precipitation and temperature is vital for understanding the impacts of climate change, as hazards like intense rainfall and record-breaking temperatures can resul…