Pareto Optimal Streaming Unsupervised Classification

Soumya Basu, Steven Gutstein, Brent Lance, Sanjay Shakkottai

Abstract: We study an online and streaming unsupervised classification system. Our setting consists of a collection of classifiers (with unknown confusion matrices) each of which can classify one sample per ...