Avriel Epps-Darling, Romain Takeo Bouyer, Henriette Cramer
Research in algorithmic responsibility at Spotify combines machine learning research with social science to ensure high quality data decisions and equitable algorithmic outcomes. We carry out in-depth research, perform product-focused case studies, as well as develop practical tools that teams can actually use. We do this by taking deep-dives into the characteristics of large-scale datasets, including understanding which creators are less accessible in both existing recommendations and new modalities such as voice, and developing machine learning approaches that combine multiple stakeholder objectives.
Latest Algorithmic Responsibility Publications
Samuel F. Way, Jean Garcia Gathright, Henriette Cramer
Henriette Cramer, Jean Garcia-Gathright, Sravana Reddy, Avriel Epps, Aaron Springer, Romain Takeo Bouyer