A teacher can improve a learner's performance by selecting a smaller, more effective training subset.
problem Improving a learner's performance by selecting a smaller training subset.
method Sharp guarantees for two learners and a mixed-integer nonlinear programming-based algorithm for general learners.
result Empirical experiments show that the algorithm finds good super-teaching sets for regression and classification problems.