Search Improves Label for Active Learning
Beygelzimer, Alina, Hsu, Daniel J., Langford, John, Zhang, Chicheng
–Neural Information Processing Systems
We investigate active learning with access to two distinct oracles: LABEL (which is standard) and SEARCH (which is not). The SEARCH oracle models the situation where a human searches a database to seed or counterexample an existing solution.
Neural Information Processing Systems
Dec-31-2016