Thomas A. Mellan

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 3

Top Topics

Gaussian Process

Top Venues

Publications

Nicolas Banholzer, Thomas A. Mellan, H. Juliette T. Unwin, Stefan Feuerriegel, Swapnil Mishra, Samir Bhatt
A comparison of short-term probabilistic forecasts for the incidence of COVID-19 using mechanistic and statistical time series models. CoRR (2023)
Iwona Hawryluk, Henrique Hoeltgebaum, Swapnil Mishra, Xenia Miscouridou, Ricardo P. Schnekenberg, Charles Whittaker, Michaela A. C. Vollmer, Seth Flaxman, Samir Bhatt, Thomas A. Mellan
Gaussian process nowcasting: application to COVID-19 mortality reporting. UAI (2021)
Michaela A. C. Vollmer, Ben Glampson, Thomas A. Mellan, Swapnil Mishra, Luca Mercuri, Ceire Costelloe, Robert Klaber, Graham S. Cooke, Seth Flaxman, Samir Bhatt
A unified machine learning approach to time series forecasting applied to demand at emergency departments. CoRR (2020)