From Semi-supervised Learning to Prediction-powered Inference

In today’s world, data are cheap, plentiful, and everywhere . . . except when they are not. The vast majority of books have been digitized, a substantial portion of the internet has been scraped, and low-cost biomedical technologies are available at a doctor’s (or patient’s) fingertips. But, often the data needed for a particular real-world…