sampling distribution of the cosine similarity of independent random bitstreams and compare those computed moments to those …

disproportionate stratified sampling such that households classified as “unlikely” are sampled at a lower rate than those classified as …

In this paper, motivated by the approximation of Martingale Optimal Transport problems, we are interested in sampling … numerical experiments the resulting sampling methods that preserve the convex order and their application to approximate …

verycostly to obtain training data with class labels. Active sampling acquires data incrementally,at each phase identifying … thecritical features for an active sampling approach and present an active samplingmethod for estimating class probabilities and … examples. We alsocompare BOOTSTRAP-LV with UNCERTAINTY SAMPLING,a n existing active samplingmethod designed to maximize …