カシミアのニット

カシミヤのニット

日々のメモです

ensemble

An Adaptive Version of the Boost by Majority Algorithm

An Adaptive Version of the Boost by Majority Algorithm Freund, Y.: An adaptive version of the boost by majority algorithm, Machine Learning, vol. 43, no. 3, pp. 293‒318, 2001. link.springer.com 実装はこちらです. github.com 以前ゼミで,Int…

Model Compression

Model Compression Bucilua, C., Caruana, R. and Niculescu-Mizil, A.: Model Compression, Proc. ACM SIGKDD, pp. 535–541 (2006). https://dl.acm.org/citation.cfm?id=1150464 モデル圧縮 この論文はHintonらによるDistilling the Knowledge in a Neural…

Selective Ensemble under Regularization Framework

Selective Ensemble under Regularization Framework Li, N. and Zhou, Z.-H.: Selective Ensemble under Regularization Framework, Proc. MCS, pp. 293–303 (2009). link.springer.com 実装はここに置いています. github.com アンサンブル枝刈り アンサン…