Designing Data: Proactive Data Collection and Iteration for Machine Learning

Aspen Hopkins, Fred Hohman, Luca Zappella +2

Lack of diversity in data collection has caused significant failures in machine learning (ML) applications. While ML developers perform post-collection interventions, these are tim…