2026
A Theory of Data Acquisition and Pricing at Scale
ICML 2026poster
Data plays an invaluable role in large-scale ML training pipelines. Multiple factors, including the need to incentivize the creation of high-quality data and efforts to compensate creative data work, have led to increased interest in data {\em pricing}. Data pricing mechanisms seek to establish a ma…