The Vendi Score: A Diversity Evaluation Metric for Machine Learning

Dan Friedman, Adji Bousso Dieng

Diversity is an important criterion for many areas of machine learning (ML), including generative modeling and dataset curation. However, existing metrics for measuring diversity a…