2 papers
cs.LG2025
Near-Exponential Savings for Mean Estimation with Active Learning
Julian M. Morimoto, Jacob Goldin, Daniel E. Ho
We study the problem of efficiently estimating the mean of a -class random variable, , using a limited number of labels, , in settings where the analyst has access to auxi…
stat.ME2025
Monotone Ecological Inference
Hadi Elzayn, Jacob Goldin, Cameron Guage +2
We study monotone ecological inference, a partial identification approach to ecological inference. The approach exploits information about one or both of the following conditional…