2 papers
cs.LG2025
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
Bernardo Perrone Ribeiro, Jana Faganeli Pucer
Radar-based precipitation nowcasting, the task of forecasting short-term precipitation fields from previous radar images, is a critical problem for flood risk management and decisi…
stat.ME2022
SMIXS: Novel efficient algorithm for non-parametric mixture regression-based clustering
Peter Mlakar, Tapio Nummi, Polona Oblak +1
We investigate a novel non-parametric regression-based clustering algorithm for longitudinal data analysis. Combining natural cubic splines with Gaussian mixture models (GMM), the…