2 papers
stat.ML2026
Online Partitioned Local Depth for semi-supervised applications
John D. Foley, Justin T. Lee
We introduce an extension of the partitioned local depth (PaLD) algorithm that is adapted to online applications such as semi-supervised prediction. PaLD is best known for unsuperv…
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…