2 papers
cs.LG2026
Births are difficult to predict even with rich survey and full-population register data
Elizaveta Sivak, Emily M. Cantrell, Thomas Emery +109
Major life events have proven difficult to predict. Does this reflect limits of theory, data, and algorithms, or the large role of chance? We examine one outcome - having a child w…
stat.ML2024
A density ratio framework for evaluating the utility of synthetic data
Thom Benjamin Volker, Peter-Paul de Wolf, Erik-Jan van Kesteren
Synthetic data generation is a promising technique to facilitate the use of sensitive data while mitigating the risk of privacy breaches. However, for synthetic data to be useful i…