Classifier Cascade for Minimizing Feature Evaluation Cost

Abstract

Machine learning algorithms are increasingly used in large-scale industrial settings. Here, the operational cost during test-time has to be taken into account when an algorithm is designed. This operational cost is affected by the average running time and the computation time required for feature extraction. When a diverse set of features is used, the… (More)

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@inproceedings{Chen2012ClassifierCF, title={Classifier Cascade for Minimizing Feature Evaluation Cost}, author={Minmin Chen and Zhixiang Eddie Xu and Kilian Q. Weinberger and Olivier Chapelle and Dor Kedem}, booktitle={AISTATS}, year={2012} }