emergency department forecasting 1healthcare demand prediction 1hierarchical time series 1spatio-temporal modeling 1transformer models 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.LG2026
Hierarchical Spatio-Temporal Transformer for Coherent Emergency Department Forecasting
Filipa Lino, Bárbara Tavares, Carlos Santiago +2
The paper introduces HierSTT, a hierarchical Transformer framework that jointly forecasts emergency department demand at hospital, regional, and national levels while enforcing cro…
cs.LG2026
A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning
Pedro Valdeira, Yuejie Chi, Cláudia Soares +1
Most federated learning (FL) methods use a client-server scheme, where clients communicate only with a central server. However, this scheme is prone to bandwidth bottlenecks at the…