Multi-task Learning for Aggregated Data using Gaussian Processes

Fariba Yousefi, Michael Thomas Smith, Mauricio A. Álvarez

Aggregated data is commonplace in areas such as epidemiology and demography. For example, census data for a population is usually given as averages defined over time periods or spa…