Learning from Aggregated Data: Curated Bags versus Random Bags

Lin Chen, Gang Fu, Amin Karbasi +1

Protecting user privacy is a major concern for many machine learning systems that are deployed at scale and collect from a diverse set of population. One way to address this concer…