@article{CTT100604103, author = {Sugiyama, M. and Takeuchi, I. and Kanamori, T. and Suzuki, T. and Hachiya, H. and Okanohara, D.}, title = {Least-squares conditional density estimation.}, journal = {IEICE Transactions on Infromation and Systems,}, year = 2010, } @article{CTT100599754, author = {Kanamori, T. and Suzuki, T. and Sugiyama, M.}, title = {Theoretical analysis of density ratio estimation}, journal = {IEICE Transactions on Fundamentals of Electronics,Communication and Computer Sciences,}, year = 2010, } @article{CTT100599748, author = {Hido, S. and Tsuboi, Y. and Kashima, H. and Sugiyama, M. and Kanamori, T.}, title = {Statistical outlier detection using direct density ratio estimation.}, journal = {Knowledge and Information Systems}, year = 2010, } @inproceedings{CTT100605114, author = {Sugiyama, M. and Takeuchi, I. and Kanamori, T. and Suzuki, T. and Hachiya, H. and Okanohara, D.}, title = {Conditional density estimation via least-squares density ratio estimation.}, booktitle = {In Proceedings of Thirteenth Conference on Artificial Intelligence and Statistics (AISTATS2010),}, year = 2010, } @inproceedings{CTT100605112, author = {Sugiyama, M. and Hara, S. and von Bünau, P. and Suzuki, T. and Kanamori, T. and Kawanabe, M.}, title = {Direct density ratio estimation with dimensionality reduction.}, booktitle = {Proceeding of the 10th SIAM International Conference on Data Mining(SDM2010)}, year = 2010, } @inproceedings{CTT100605275, author = {Kanamori, T. and Suzuki, T. and Sugiyama, M.}, title = {Theoretical analysis of density ratio estimation.}, booktitle = {In Proceedings of the Japanese Society for Artificial Intelligence,}, year = 2010, } @misc{CTT100604493, author = {Sugiyama, M. and Suzuki, T. and Kanamori, T.}, title = {Density ratio estimation: A comprehensive review.}, year = 2010, }