An aggregate learning approach for interpretable semi-supervised population prediction and disaggregation using ancillary data

Guillaume Derval, Frédéric Docquier, Pierre Schaus

Census data provide detailed information about population characteristics at a coarse resolution. Nevertheless, fine-grained, high-resolution mappings of population counts are incr…