no code implementations • 13 Nov 2020 • Martin Johnsen, Oliver Brandt, Sergio Garrido, Francisco C. Pereira
The impacts of new real estate developments are strongly associated to its population distribution (types and compositions of households, incomes, social demographics) conditioned on aspects such as dwelling typology, price, location, and floor level.
1 code implementation • 17 Aug 2020 • Sergio Garrido, Stanislav S. Borysov, Jeppe Rich, Francisco C. Pereira
Estimation of causal effects is fundamental in situations were the underlying system will be subject to active interventions.
no code implementations • 17 Sep 2019 • Sergio Garrido, Stanislav S. Borysov, Francisco C. Pereira, Jeppe Rich
In this paper, two machine learning algorithms, from the family of deep generative models, are proposed for the problem of population synthesis and with particular attention to the problem of sampling zeros.