1 citations · 1 across the 2 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2024
Leveraging Machine Learning for Official Statistics: A Statistical Manifesto
Marco Puts, David Salgado, Piet Daas
It is important for official statistics production to apply ML with statistical rigor, as it presents both opportunities and challenges. Although machine learning has enjoyed rapid…
stat.ML2021★ 1 cited
Unbiased Estimations based on Binary Classifiers: A Maximum Likelihood Approach
Marco J. H. Puts, Piet J. H. Daas
Binary classifiers trained on a certain proportion of positive items introduce a bias when applied to data sets with different proportions of positive items. Most solutions for dea…