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＜会議発表論文＞
Linear Programming Boosting by Column and Row Generation
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| 概要 | We propose a new boosting algorithm based on a linear programming formulation. Our algorithm can take advantage of the sparsity of the solution of the underlying optimization problem. In preliminary e...xperiments, our algorithm outperforms a state-of-the-art LP solver and LPBoost especially when the solution is given by a small set of relevant hypotheses and support vectors.続きを見る |
詳細
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| 登録日 | 2015.09.08 |
| 更新日 | 2023.08.10 |