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All publications by Ichiro Takeuchi
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Regularization Path of Cross-Validation Error Lower Bounds
Atsushi Shibagaki, Yoshiki Suzuki, Masayuki Karasuyama and Ichiro Takeuchi
Advances in Neural Information Processing Systems 28, 2015


Outlier Path: A Homotopy Algorithm for Robust SVM
Shinya Suzumura, Kohei Ogawa, Masashi Sugiyama and Ichiro Takeuchi
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Safe Screening of Non-Support Vectors in Pathwise SVM Computation
Kohei Ogawa, Yoshiki Suzuki and Ichiro Takeuchi
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Infinitesimal Annealing for Training Semi-Supervised Support Vector Machines
Kohei Ogawa, Motoki Imamura, Ichiro Takeuchi and Masashi Sugiyama
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Parametric Task Learning
Ichiro Takeuchi, Tatsuya Hongo, Masashi Sugiyama and Shinichi Nakajima
Advances in Neural Information Processing Systems 26, 2013


Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering
Shinichi Nakajima, Akiko Takeda, S. D. Babacan, Masashi Sugiyama and Ichiro Takeuchi
Advances in Neural Information Processing Systems 26, 2013


Density-Difference Estimation
Masashi Sugiyama, Takafumi Kanamori, Taiji Suzuki, Marthinus D. Plessis, Song Liu and Ichiro Takeuchi
Advances in Neural Information Processing Systems 25, 2012


Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification
Ichiro Takeuchi and Masashi Sugiyama
Advances in Neural Information Processing Systems 24, 2011


Suboptimal Solution Path Algorithm for Support Vector Machine
Masayuki Karasuyama and Ichiro Takeuchi
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Conditional Density Estimation via Least-Squares Density Ratio Estimation
Masashi Sugiyama, Ichiro Takeuchi, Taiji Suzuki, Takafumi Kanamori, Hirotaka Hachiya and Daisuke Okanohara
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Multiple Incremental Decremental Learning of Support Vector Machines
Masayuki Karasuyama and Ichiro Takeuchi
Advances in Neural Information Processing Systems 22, 2009


Nonparametric Quantile Estimation
Ichiro Takeuchi, Quoc V. Le, Tim D. Sears and Alex J. Smola
Journal of Machine Learning Research, 2006