Sindhu Kutty

Efficient Elicitation Approaches to Estimate Collective Crowd Answers

When crowdsourcing the creation of machine learning datasets, statistical distributions that capture diverse answers can represent ambiguous data better than a single best answer. Unfortunately, collecting distributions is expensive because a large number of responses need to be collected to form a stable distribution…