4 papers
Assessing the informative value of macroeconomic indicators for public health forecasting
Shome Chakraborty, Fardil Khan, Soutik Ghosal
Macroeconomic conditions influence the environments in which health systems operate, yet their value as leading signals of health system capacity has not been systematically evalua…
Accurate and Noise-Tolerant Extraction of Routine Logs in Robotic Process Automation (Extended Version)
Massimiliano de Leoni, Faizan Ahmed Khan, Simone Agostinelli
Robotic Process Mining focuses on the identification of the routine types performed by human resources through a User Interface. The ultimate goal is to discover routine-type model…
The Amazon Nova Family of Models: Technical Report and Model Card
Amazon AGI, Aaron Langford, Aayush Shah +783
We present Amazon Nova, a new generation of state-of-the-art foundation models that deliver frontier intelligence and industry-leading price performance. Amazon Nova Pro is a highl…
Towards Realistic Mechanisms That Incentivize Federated Participation and Contribution
Marco Bornstein, Amrit Singh Bedi, Anit Kumar Sahu +2
Edge device participation in federating learning (FL) is typically studied through the lens of device-server communication (e.g., device dropout) and assumes an undying desire from…