102 citations · 116 across the 5 of their papers we have counts for
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stat.ML2019
Prediction of rare feature combinations in population synthesis: Application of deep generative modelling
Sergio Garrido, Stanislav S. Borysov, Francisco C. Pereira +1
In population synthesis applications, when considering populations with many attributes, a fundamental problem is the estimation of rare combinations of feature attributes. Unsurpr…
stat.ML2019★ 14 cited
Introducing Super Pseudo Panels: Application to Transport Preference Dynamics
Stanislav S. Borysov, Jeppe Rich
We propose a new approach for constructing synthetic pseudo-panel data from cross-sectional data. The pseudo panel and the preferences it intends to describe is constructed at the…