@article{CTT100660146, author = {Sugiyama, M. and Suzuki, T. and Kanamori, T. and Du Plessis, M.C. and Liu, S. and & Takeuchi, I.}, title = {Density-difference estimation}, journal = {Neural Computation}, year = 2013, } @article{CTT100660276, author = {Karasuyama, M. and Harada, N. and Sugiyama, M. and Takeuchi, I.}, title = {Multi-parametric solution-path algorithm for instance-weighted support vector machines}, journal = {Machine Learning}, year = 2012, } @inproceedings{CTT100660225, author = {鈴村 真矢 and 小川 晃平 and 竹内 一郎 and 杉山 将}, title = {ホモトピー法を用いたロバストサポートベクターマシンの最適化法}, booktitle = {電子情報通信学会技術研究報告}, year = 2013, } @inproceedings{CTT100660232, author = {竹内 一郎 and 小川 晃平 and 杉山 将}, title = {機械学習における非凸最適化問題に対するパラメトリック計画法を用いたアプローチ}, booktitle = {最適化手法の理論と応用の繋がり、RIMS研究会報告集}, year = 2013, } @inproceedings{CTT100660118, author = {Ogawa, K. and Takeuchi, I. and & Sugiyama, M.}, title = {A homotopy approach for nonconvex disjunctive programs in machine learning}, booktitle = {}, year = 2013, } @inproceedings{CTT100660132, author = {Ogawa, K. and Takeuchi, I. and & Sugiyama, M.}, title = {A study on an optimization algorithm for semi-supervised SVM using parametric programing}, booktitle = {IEICE Technical Report}, year = 2012, } @inproceedings{CTT100660124, author = {Takeuchi, I. and Ogawa, K. and & Sugiyama, M.}, title = {Homotopy methods for non-convex optimization in machine learning}, booktitle = {}, year = 2012, } @inproceedings{CTT100660235, author = {Sugiyama, M. and Suzuki, T. and Kanamori, T. and Du Plessis, M.C. and Liu, S. and Takeuchi, I.}, title = {Density-difference estimation}, booktitle = {Advances in Neural Information Processing Systems 25}, year = 2012, } @inproceedings{CTT100660112, author = {Takeuchi, I. and Ogawa, K. and &Sugiyama, M.}, title = {Parametric programming approach for non-convex problems in machine learning}, booktitle = {}, year = 2012, }