2 papers
cs.LG2026
Massively Parallel Exact Inference for Hawkes Processes
Ahmer Raza, Hudson Smith
Multivariate Hawkes processes are a widely used class of self-exciting point processes, but maximum likelihood estimation naively scales as in the number of events. The ca…
cs.LG2025
Transparent Early ICU Mortality Prediction with Clinical Transformer and Per-Case Modality Attribution
Alexander Bakumenko, Janine Hoelscher, Hudson Smith
Early identification of intensive care patients at risk of in-hospital mortality enables timely intervention and efficient resource allocation. Despite high predictive performance,…