@article{CTT100660137,
  author = {Sugiyama, M. and Du Plessis M.C. and & Yamada, M.},
  title = {Learning under non-stationarity:Covariate shift and class-balance change},
  journal = {WIREs Computational Statistics},
  year = 2013,
}

@article{CTT100660136,
  author = {Yamada, M. and Jitkrittum, W. and Sigal, L. and Xing, E.P. and &Sugiyama, M.},
  title = {High-dimensional feature selectionby feature-wise kernelized lasso},
  journal = {Neural Computational Statistics},
  year = 2013,
}

@article{CTT100660176,
  author = {Yamada, M. and Suzuki, T. and Kanamori, T. and Hachiya, H. and Sugiyama, M.},
  title = {Relatiive density-ratio estimationfor robust distribution comparision},
  journal = {Neural Computation},
  year = 2013,
}

@article{CTT100660175,
  author = {Liu, S. and Yamada, M. and Collier, N. and Sugiyama, M},
  title = {Change-point detection in time-series data b;y relative density-ratio estimastion},
  journal = {Neural Networks},
  year = 2013,
}

@article{CTT100660172,
  author = {Sugiyama, M. and Liu, S. and Du Plessis, M.C. and Yamanaka, M. and Yamada, M. and Suzuki, T. and & Kanamori, T.},
  title = {Direct divergence approximationbetween probability distributions and its applications inmachine learning},
  journal = {Journal of Computing Science and Engineering},
  year = 2013,
}

@article{CTT100660142,
  author = {Sugiyama, M. and Gang, N. and Yamada, M. and Kimura, M. and & Hachiya, H.},
  title = {Information-maximization clustering based on squared-loss mutual information},
  journal = {Neural Computation},
  year = 2013,
}

@article{CTT100641769,
  author = {Yamada, M. and Wichern, G. and Kondo, K. and Sugiyama, M. and Sawada, H.},
  title = {Noise adaptive optimization of matrix initialization for frequency-domain independent component analysis},
  journal = {Digital Signal Processing},
  year = 2012,
}

@article{CTT100639517,
  author = {Sugiyama, M. and Yamada, M.},
  title = {On kernel parameter selection in Hilbert-Schmidt independence criterion.},
  journal = {IEICE Transactions on Information and Systems,},
  year = 2012,
}

@inproceedings{CTT100660120,
  author = {Yamada, M. and Jitkrittum, W. and Sigal, L. and Xing, E.P. and Sugiyama, M.},
  title = {High-dimensional feature selection by feature-wise kernelized lasso},
  booktitle = {},
  year = 2013,
}

@inproceedings{CTT100641861,
  author = {高木 潤 and 杉山 将 and 木村 昭悟 and 八谷 大岳 and 大石 康智 and 山田 誠.},
  title = {簡易半教師付確率的分類器を用いた自動メディアアノテーション},
  booktitle = {画像の認識・理解シンポジウム2012 (MIRU2012)論文集},
  year = 2012,
}

@inproceedings{CTT100660126,
  author = {Takagi, J. and Sugiyama, M. and Kimura, A. and Hachiya, H. and Ohishi, Y. and & Yamada, M.},
  title = {Automatic media annotation with simple semi-supervised probabilitic classifiers},
  booktitle = {},
  year = 2012,
}

@inproceedings{CTT100660242,
  author = {Niu, G. and Dai, B. and Yamada, M. and Sugiyama, M.},
  title = {Information-theoretic semi-supervised metric learing via entropy regularization.},
  booktitle = {Proceedings of 29th International Conference on Machine Learning(ACML2012)},
  year = 2012,
}

@inproceedings{CTT100633477,
  author = {Yamada, M. and Sugiyama, M.},
  title = {Direct density-ratio estimation with dimensionality reduction via hetero-distributional subspace analysis.},
  booktitle = {the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI2011),},
  year = 2012,
}

@inproceedings{CTT100633480,
  author = {Yamada, M. and Niu, G. and Takagi, J. and Sugiyama, M.},
  title = {Computationally efficient sufficient dimension reduction via squared-loss mutual information.},
  booktitle = {the Third Asian Conference on Machine Learning (ACML2011), JMLR Workshop and Conference Proceedings},
  year = 2012,
}

@inproceedings{CTT100633490,
  author = {Sugiyama, M. and Yamada, M. and Kimura, M. and Hachiya, H.},
  title = {Information-maximization clustering: Analytic solution and model selection.},
  booktitle = {IEICE Technical Report, IBISML2010-114},
  year = 2012,
}

@inproceedings{CTT100633496,
  author = {Yamada, M. and Niu, G. and Takagi, J. and Sugiyama, M.},
  title = {Sufficient component analysis for supervised dimension reduction.},
  booktitle = {},
  year = 2012,
}

@inproceedings{CTT100633508,
  author = {Liu, S. and Yamada, M. and Sugiyama, M.},
  title = {Generalization of matrix factorization for robust PCA.},
  booktitle = {IEICE Technical Report, IBISML2011-70},
  year = 2012,
}

@inproceedings{CTT100633475,
  author = {Sugiyama, M. and Yamada, M. and Kimura, M. and Hachiya, H.},
  title = {On information-maximization clustering: tuning parameter selection and analytic solution.},
  booktitle = {28th International Conference on Machine Learning (ICML2011)},
  year = 2012,
}

@inproceedings{CTT100660131,
  author = {Yamada, M. and Sugiyama, M.},
  title = {Multimedia Information processing with mutual information},
  booktitle = {},
  year = 2012,
}

@inproceedings{CTT100660121,
  author = {Yamada, M. and Matsugu, M. and & Sugiyama, M.},
  title = {Salient  Object detection based on direct density-ratio estimation},
  booktitle = {IPSJ Transactions on Mathematical Modeling and Its Applications},
  year = 2012,
}

@inproceedings{CTT100660240,
  author = {Liu, S. and Yamada, M. and Collier, N. and Sugiyama, M.},
  title = {Change-point detection in time-series data by relative density-ratio estimation.},
  booktitle = {Structural, Syntacic ,and statistical Pattern Recognition, Lecture Notes in Compurter Science,Berlin,Sprenger,2012},
  year = 2012,
}

@inproceedings{CTT100633485,
  author = {Yamada, M. and Suzuki, T. and Kanamori, T. and Hachiya, H. and Sugiyama, M.},
  title = {Relative density-ratio estimation for robust distribution comparison.},
  booktitle = {Advances in Neural Information Processing Systems 24},
  year = 2011,
}

@inproceedings{CTT100633541,
  author = {Yamada, M. and Suzuki, T. and Hachiya, H. and Sugiyama, M.},
  title = {Relative density-ratio estimation for robust distribution comparison.},
  booktitle = {IEICE Technical Report, IBISML2011-46},
  year = 2011,
}

@inproceedings{CTT100633474,
  author = {Takagi, J. and Ohishi, Y. and Kimura, A. and Sugiyama, M. and Yamada, M. and Kameoka, H.},
  title = {Automatic audio tag classification via semi-supervised canonical density estimation.},
  booktitle = {28th International Conference on Machine Learning (ICML2011)},
  year = 2011,
}

@inproceedings{CTT100633500,
  author = {Du Plessis, M. C. and Yamada, M. and Sugiyama, M.},
  title = {Estimation of squared-loss mutual information from paired and unpaired samples.},
  booktitle = {IEICE Technical Report, IBISML2011-11},
  year = 2011,
}

@inproceedings{CTT100633498,
  author = {Makoto Yamada and Masashi Sugiyama},
  title = {Direct density-ratio estimation with dimensionality reduction via hetero-distributional subspace analysis.},
  booktitle = {IEICE Technical Report, IBISML2011-1},
  year = 2011,
}

@inproceedings{CTT100633499,
  author = {Niu, G. and Dai, B. and Yamada, M. and Sugiyama, M.},
  title = {SERAPH: Semi-supervised metric learning paradigm with hyper sparsity.},
  booktitle = {IEICE Technical Report, IBISML2011-8},
  year = 2011,
}

@inproceedings{CTT100633473,
  author = {Yamada, M. and Sugiyama, M.},
  title = {Cross-domain object matching with model selection},
  booktitle = {JMLR Workshop and Conference Proceedings},
  year = 2011,
}

@inproceedings{CTT100619582,
  author = {Sugiyama, M. and Yamada, M. and von Bünau, P. and Suzuki, T. and Kanamori, T. and Kawanabe, M.},
  title = {Direct density-ratio estimation with dimensionality reduction via least-squares hetero-distributional subspace search.},
  booktitle = {Neural Networks},
  year = 2011,
}

@inproceedings{CTT100619626,
  author = {Takagi, J. and Ohishi, Y. and Kimura, A. and Sugiyama, M. and Yamada, M. and Kameoka, H.},
  title = {Automatic audio tagging and retrieval based on semi-supervised canonical density estimation.},
  booktitle = {IEICE Technical Report, PRMU2010-126},
  year = 2010,
}

@inproceedings{CTT100619621,
  author = {Yamada, M. and Sugiyama, M.},
  title = {Cross-domain object matching via maximization of squared-loss mutual information},
  booktitle = {IEICE Technical Report, IBISML2010-61},
  year = 2010,
}

@inproceedings{CTT100608870,
  author = {Yamada, M. and Sugiyama, M.},
  title = {Dependence minimizing regression with model selection for non-linear causal inference under non-Gaussian noise.},
  booktitle = {In Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010)},
  year = 2010,
}

@inproceedings{CTT100611623,
  author = {Yamada, M. and Sugiyama, M.},
  title = {Dependence minimizing regression with model selection for non-linear causal inference under non-Gaussian noise.},
  booktitle = {IEICE Technical Report, IBISML2010-22},
  year = 2010,
}

@inproceedings{CTT100601117,
  author = {Yamada, M. and Sugiyama, M. and Wichern, G.},
  title = {Direct importance estimation with probabilistic principal component analyzers.},
  booktitle = {In Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2010)},
  year = 2010,
}

@inproceedings{CTT100604566,
  author = {Gordon, W. and Yamada, M. and Harvey, T. and Sugiyama, M. and Andreas, S.},
  title = {Automatic audio tagging using covariate shift adaptation.},
  booktitle = {In Proceeding of Acoustical Society of Japan 2010 Spring Meening},
  year = 2010,
}

@inproceedings{CTT100601115,
  author = {Wichern, G. and Yamada, M. and Thornburg, H. and Sugiyama, M. and Spanias, A.},
  title = {Automatic audio tagging using covariate shift adaptation.},
  booktitle = {In Proceeding of IEEEInternational Conference on Acoustics, Speech, and Signal Processing(ICASSP2010)},
  year = 2010,
}