Boosting-Based Reliable Model Reuse

Yao-Xiang Ding, Zhi-Hua Zhou

Abstract: We study the following model reuse problem: a learner needs to select a subset of models from a model pool to classify an unlabeled dataset without accessing the raw training data of the models. Un...