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stat.ML2021
Neural Networks for Latent Budget Analysis of Compositional Data
Zhenwei Yang, Ayoub Bagheri, P. G. M van der Heijden
Compositional data are non-negative data collected in a rectangular matrix with a constant row sum. Due to the non-negativity the focus is on conditional proportions that add up to…
stat.ML2020
Fair inference on error-prone outcomes
Laura Boeschoten, Erik-Jan van Kesteren, Ayoub Bagheri +1
Fair inference in supervised learning is an important and active area of research, yielding a range of useful methods to assess and account for fairness criteria when predicting gr…