AI & ML
impact 16
Unbiased Prevalence Estimation with Multicalibrated LLMs
Unbiased Prevalence Estimation with Multicalibrated LLMs arXiv:2604.21549v1 Announce Type: new Abstract: Estimating the prevalence of a category in a population using imperfect measurement devices (diagnostic tests, cla…
Why it matters
Not an isolated event—prevalence has been trending in this direction. The unbiased connection makes it particularly relevant.