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Sugiyama, Masashi

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Author ID: sugiyama.masashi Recent zbMATH articles by "Sugiyama, Masashi"
Published as: Sugiyama, Masashi; Sugiyama, M.
Documents Indexed: 101 Publications since 1999, including 4 Books
all top 5

Co-Authors

7 single-authored
17 Suzuki, Taiji
12 Kanamori, Takafumi
10 Niu, Gang
9 Yamada, Makoto
8 Müller, Klaus-Robert
7 Kawanabe, Motoaki
7 Tangkaratt, Voot
6 Hachiya, Hirotaka
6 Nakajima, Shinichi
5 du Plessis, Marthinus Christoffel
5 Liu, Song
5 Ogawa, Hidemitsu
4 Sasaki, Hiroaki
4 Tomioka, Ryota
4 Zhao, Tingting
3 Babacan, Sevket Derin
3 Blanchard, Gilles
3 Karasuyama, Masayuki
3 Morimoto, Jun
3 Sakai, Tomoya
3 Takeuchi, Ichiro
3 Zhou, Zhihua
2 Dai, Bo
2 Feng, Jufu
2 Hatano, Kohei
2 Holmes, Geoffrey
2 Honda, Junya
2 Kimura, Manabu
2 Ma, Yao
2 Noh, Yung-Kyun
2 Pan, Yuangang
2 Sato, Issei
2 Sese, Jun
2 Spokoiny, Vladimir G.
2 Tsang, Ivor Wai-Hung
2 von Bünau, Paul
2 Wang, Liwei
2 Yang, Cheng
1 Akiyama, Takayuki
1 Bao, Han
1 Buntine, Wray L.
1 Calandriello, Daniele
1 Charoenphakdee, Nontawat
1 Chen, Si-An
1 Chui, Pui Ling
1 Cichocki, Andrzej
1 Collier, Nigel
1 Cui, Zhenghang
1 Durrant, Robert J.
1 Egerstedt, Magnus B.
1 Fukumizu, Kenji
1 Gutmann, Michael U.
1 Han, Bo
1 Harada, Naoyuki
1 Hido, Shohei
1 Ho, TuBao
1 Horev, Inbal
1 Hyvärinen, Aapo
1 Itoh, Yuta
1 Jing, Zhaoxiang
1 Jitkrittum, Wittawat
1 Kano, Hideaki
1 Kashima, Hisashi
1 Kawahara, Yoshinobu
1 Kim, Kee-Eung
1 Kim, Wonyoung
1 King, Irwin
1 Koike, Tetsuya
1 Krämer, Nicole
1 Krauledat, Matthias
1 Kurihara, Nozomi
1 Kuroki, Yuko
1 Kwon, Yongchan
1 Lee, Namgil
1 Li, Hang
1 Lin, Chin-Teng
1 Lin, Hsuan-Tien
1 Liu, Tie-Yan
1 Mandic, Danilo P.
1 Marsland, Stephen R.
1 Matsui, Tomoko
1 Matsuura, Kentaro
1 Miyauchi, Atsushi
1 Mori, Syogo
1 Nakamura, Atsuyoshi
1 Notomista, Gennaro
1 Ogawa, Kohei
1 Ohnishi, Motoya
1 Ong, Cheng Soon
1 Oseledets, Ivan V.
1 Otani, Naoya
1 Otsubo, Yosuke
1 Paik, Myunghee Cho
1 Peters, Jan
1 Phan, Anh-Huy
1 Quinn, John A.
1 Relator, Raissa T.
1 Rubens, Neil
1 Sakamaki, Kentaro
1 Shang, Lin
...and 19 more Co-Authors

Publications by Year

Citations contained in zbMATH Open

61 Publications have been cited 439 times in 235 Documents Cited by Year
Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis. Zbl 1222.68312
Sugiyama, Masashi
56
2007
Extended thermodynamics of dense gases. Zbl 1318.80001
Arima, T.; Taniguchi, S.; Ruggeri, T.; Sugiyama, M.
38
2012
A least-squares approach to direct importance estimation. Zbl 1235.62039
Kanamori, Takafumi; Hido, Shohei; Sugiyama, Masashi
36
2009
Direct importance estimation for covariate shift adaptation. Zbl 1294.62069
Sugiyama, Masashi; Suzuki, Taiji; Nakajima, Shinichi; Kashima, Hisashi; von Bünau, Paul; Kawanabe, Motoaki
30
2008
Covariate shift adaptation by importance weighted cross validation. Zbl 1222.68313
Sugiyama, Masashi; Krauledat, Matthias; Müller, Klaus-Robert
27
2007
Density ratio estimation in machine learning. Foreword by Thomas G. Dietterich. Zbl 1274.62037
Sugiyama, Masashi; Suzuki, Taiji; Kanamori, Takafumi
20
2012
Input-dependent estimation of generalization error under covariate shift. Zbl 1117.62069
Sugiyama, Masashi; Müller, Klaus-Robert
14
2005
Statistical analysis of kernel-based least-squares density-ratio estimation. Zbl 1246.68182
Kanamori, Takafumi; Suzuki, Taiji; Sugiyama, Masashi
13
2012
Sufficient dimension reduction via squared-loss mutual information estimation. Zbl 1269.62054
Suzuki, Taiji; Sugiyama, Masashi
12
2013
Density-ratio matching under the Bregman divergence: a unified framework of density-ratio estimation. Zbl 1440.62111
Sugiyama, Masashi; Suzuki, Taiji; Kanamori, Takafumi
11
2012
Active learning in approximately linear regression based on conditional expectation of generalization error. Zbl 1222.68311
Sugiyama, Masashi
10
2006
Fast learning rate of multiple kernel learning: trade-off between sparsity and smoothness. Zbl 1273.62090
Suzuki, Taiji; Sugiyama, Masashi
10
2013
In search of non-Gaussian components of a high-dimensional distribution. Zbl 1222.62009
Blanchard, Gilles; Kawanabe, Motoaki; Sugiyama, Masashi; Spokoiny, Vladimir; Müller, Klaus-Robert
8
2006
Direct density-ratio estimation with dimensionality reduction via least-squares hetero-distributional subspace search. Zbl 1217.68188
Sugiyama, Masashi; Yamada, Makoto; von Bünau, Paul; Suzuki, Taiji; Kanamori, Takafumi; Kawanabe, Motoaki
8
2011
The degrees of freedom of partial least squares regression. Zbl 1232.62099
Krämer, Nicole; Sugiyama, Masashi
7
2011
Computational complexity of kernel-based density-ratio estimation: a condition number analysis. Zbl 1260.68334
Kanamori, Takafumi; Suzuki, Taiji; Sugiyama, Masashi
7
2013
Semi-supervised learning of class balance under class-prior change by distribution matching. Zbl 1298.68268
du Plessis, Marthinus Christoffel; Sugiyama, Masashi
7
2014
Dimensionality reduction for density ratio estimation in high-dimensional spaces. Zbl 1401.62097
Sugiyama, Masashi; Kawanabe, Motoaki; Chui, Pui Ling
6
2010
A new algorithm of non-Gaussian component analysis with radial kernel functions. Zbl 1147.62349
Kawanabe, Motoaki; Sugiyama, Masashi; Blanchard, Gilles; Müller, Klaus-Robert
6
2007
Least-squares two-sample test. Zbl 1414.62311
Sugiyama, Masashi; Suzuki, Taiji; Itoh, Yuta; Kanamori, Takafumi; Kimura, Manabu
6
2011
Super-linear convergence of dual augmented Lagrangian algorithm for sparsity regularized estimation. Zbl 1280.68206
Tomioka, Ryota; Suzuki, Taiji; Sugiyama, Masashi
6
2011
Change-point detection in time-series data by relative density-ratio estimation. Zbl 1367.62259
Liu, Song; Yamada, Makoto; Collier, Nigel; Sugiyama, Masashi
6
2013
\(f\)-divergence estimation and two-sample homogeneity test under semiparametric density-ratio models. Zbl 1365.62119
Kanamori, Takafumi; Suzuki, Taiji; Sugiyama, Masashi
6
2012
Trading variance reduction with unbiasedness: the regularized subspace information criterion for robust model selection in kernel regression. Zbl 1089.68111
Sugiyama, Masashi; Kawanabe, Motoaki; Müller, Klaus-Robert
5
2004
Density-difference estimation. Zbl 1418.62147
Sugiyama, Masashi; Kanamori, Takafumi; Suzuki, Taiji; Du Plessis, Marthinus Christoffel; Liu, Song; Takeuchi, Ichiro
5
2013
High-dimensional feature selection by feature-wise kernelized Lasso. Zbl 1410.68328
Yamada, Makoto; Jitkrittum, Wittawat; Sigal, Leonid; Xing, Eric P.; Sugiyama, Masashi
5
2014
Least-squares independent component analysis. Zbl 1205.94040
Suzuki, Taiji; Sugiyama, Masashi
4
2011
Subspace information criterion for model selection. Zbl 0986.68108
Sugiyama, Masashi; Ogawa, Hidemitsu
4
2001
Estimating squared-loss mutual information for independent component analysis. Zbl 1301.62060
Suzuki, Taiji; Sugiyama, Masashi
4
2009
Semi-supervised speaker identification under covariate shift. Zbl 1194.94154
Yamada, Makoto; Sugiyama, Masashi; Matsui, Tomoko
4
2010
Tensor networks for dimensionality reduction and large-scale optimization. II: Applications and future perspectives. Zbl 1376.68123
Cichocki, Andrzej; Phan, Anh-Huy; Zhao, Qibin; Lee, Namgil; Oseledets, Ivan; Sugiyama, Masashi; Mandic, Danilo
4
2016
Machine learning with squared-loss mutual information. Zbl 1371.68241
Sugiyama, Masashi
4
2013
A batch ensemble approach to active learning with model selection. Zbl 1254.68226
Sugiyama, Masashi; Rubens, Neil
3
2008
Analysis and improvement of policy gradient estimation. Zbl 1245.68165
Zhao, Tingting; Hachiya, Hirotaka; Niu, Gang; Sugiyama, Masashi
3
2012
Canonical dependency analysis based on squared-loss mutual information. Zbl 1258.68115
Karasuyama, Masayuki; Sugiyama, Masashi
3
2012
Global analytic solution of fully-observed variational Bayesian matrix factorization. Zbl 1436.62228
Nakajima, Shinichi; Sugiyama, Masashi; Babacan, S. Derin; Tomioka, Ryota
3
2013
Maximum volume clustering: a new discriminative clustering approach. Zbl 1318.62213
Niu, Gang; Dai, Bo; Shang, Lin; Sugiyama, Masashi
3
2013
Condition for perfect dimensionality recovery by variational Bayesian PCA. Zbl 1351.68225
Nakajima, Shinichi; Tomioka, Ryota; Sugiyama, Masashi; Babacan, S. Derin
3
2015
The subspace information criterion for infinite-dimensional hypothesis spaces. Zbl 1088.68155
Sugiyama, Masashi; Müller, Klaus-Robert
2
2003
Reward-weighted regression with sample reuse for direct policy search in reinforcement learning. Zbl 1237.68147
Hachiya, Hirotaka; Peters, Jan; Sugiyama, Masashi
2
2011
Relative density-ratio estimation for robust distribution comparison. Zbl 1414.62115
Yamada, Makoto; Suzuki, Taiji; Kanamori, Takafumi; Hachiya, Hirotaka; Sugiyama, Masashi
2
2013
Information-theoretic semi-supervised metric learning via entropy regularization. Zbl 1415.68173
Niu, Gang; Dai, Bo; Yamada, Makoto; Sugiyama, Masashi
2
2014
Efficient exploration through active learning for value function approximation in reinforcement learning. Zbl 1396.68086
Akiyama, Takayuki; Hachiya, Hirotaka; Sugiyama, Masashi
2
2010
Theoretical analysis of Bayesian matrix factorization. Zbl 1280.62034
Nakajima, Shinichi; Sugiyama, Masashi
2
2011
Statistical reinforcement learning. Modern machine learning approaches. Zbl 1330.68011
Sugiyama, Masashi
2
2015
Class-prior estimation for learning from positive and unlabeled data. Zbl 1412.68181
du Plessis, Marthinus C.; Niu, Gang; Sugiyama, Masashi
2
2017
Introduction to statistical machine learning. Zbl 1333.68002
Sugiyama, Masashi
2
2016
A unified method for optimizing linear image restoration filters. Zbl 1010.94502
Sugiyama, Masashi; Ogawa, Hidemitsu
1
2002
Theoretical and experimental analyses of tensor-based regression and classification. Zbl 1418.62259
Wimalawarne, Kishan; Tomioka, Ryota; Sugiyama, Masashi
1
2016
Direct density derivative estimation. Zbl 1418.62145
Sasaki, Hiroaki; Noh, Yung-Kyun; Niu, Gang; Sugiyama, Masashi
1
2016
Information-maximization clustering based on squared-loss mutual information. Zbl 1418.62257
Sugiyama, Masashi; Niu, Gang; Yamada, Makoto; Kimura, Manabu; Hachiya, Hirotaka
1
2014
On generalization performance and non-convex optimization of extended \(\nu \)-support vector machine. Zbl 1183.68508
Takeda, Akiko; Sugiyama, Masashi
1
2009
Theory and algorithm for learning with dissimilarity functions. Zbl 1178.68476
Wang, Liwei; Sugiyama, Masashi; Yang, Cheng; Hatano, Kohei; Feng, Jufu
1
2009
Variational Bayesian sparse additive matrix factorization. Zbl 1273.62136
Nakajima, Shinichi; Sugiyama, Masashi; Babacan, S. Derin
1
2013
A refined margin analysis for boosting algorithms via equilibrium margin. Zbl 1280.68214
Wang, Liwei; Sugiyama, Masashi; Jing, Zhaoxiang; Yang, Cheng; Zhou, Zhi-Hua; Feng, Jufu
1
2011
Least-squares independence regression for non-linear causal inference under non-Gaussian noise. Zbl 1317.68198
Yamada, Makoto; Sugiyama, Masashi; Sese, Jun
1
2014
Support consistency of direct sparse-change learning in Markov networks. Zbl 1371.62022
Liu, Song; Suzuki, Taiji; Relator, Raissa; Sese, Jun; Sugiyama, Masashi; Fukumizu, Kenji
1
2017
Geometry-aware principal component analysis for symmetric positive definite matrices. Zbl 1459.62236
Horev, Inbal; Yger, Florian; Sugiyama, Masashi
1
2017
Semi-supervised AUC optimization based on positive-unlabeled learning. Zbl 1458.68178
Sakai, Tomoya; Niu, Gang; Sugiyama, Masashi
1
2018
Semi-supervised information-maximization clustering. Zbl 1325.68207
Calandriello, Daniele; Niu, Gang; Sugiyama, Masashi
1
2014
Homotopy continuation approaches for robust SV classification and regression. Zbl 1455.68186
Suzumura, Shinya; Ogawa, Kohei; Sugiyama, Masashi; Karasuyama, Masayuki; Takeuchi, Ichiro
1
2017
Semi-supervised AUC optimization based on positive-unlabeled learning. Zbl 1458.68178
Sakai, Tomoya; Niu, Gang; Sugiyama, Masashi
1
2018
Class-prior estimation for learning from positive and unlabeled data. Zbl 1412.68181
du Plessis, Marthinus C.; Niu, Gang; Sugiyama, Masashi
2
2017
Support consistency of direct sparse-change learning in Markov networks. Zbl 1371.62022
Liu, Song; Suzuki, Taiji; Relator, Raissa; Sese, Jun; Sugiyama, Masashi; Fukumizu, Kenji
1
2017
Geometry-aware principal component analysis for symmetric positive definite matrices. Zbl 1459.62236
Horev, Inbal; Yger, Florian; Sugiyama, Masashi
1
2017
Homotopy continuation approaches for robust SV classification and regression. Zbl 1455.68186
Suzumura, Shinya; Ogawa, Kohei; Sugiyama, Masashi; Karasuyama, Masayuki; Takeuchi, Ichiro
1
2017
Tensor networks for dimensionality reduction and large-scale optimization. II: Applications and future perspectives. Zbl 1376.68123
Cichocki, Andrzej; Phan, Anh-Huy; Zhao, Qibin; Lee, Namgil; Oseledets, Ivan; Sugiyama, Masashi; Mandic, Danilo
4
2016
Introduction to statistical machine learning. Zbl 1333.68002
Sugiyama, Masashi
2
2016
Theoretical and experimental analyses of tensor-based regression and classification. Zbl 1418.62259
Wimalawarne, Kishan; Tomioka, Ryota; Sugiyama, Masashi
1
2016
Direct density derivative estimation. Zbl 1418.62145
Sasaki, Hiroaki; Noh, Yung-Kyun; Niu, Gang; Sugiyama, Masashi
1
2016
Condition for perfect dimensionality recovery by variational Bayesian PCA. Zbl 1351.68225
Nakajima, Shinichi; Tomioka, Ryota; Sugiyama, Masashi; Babacan, S. Derin
3
2015
Statistical reinforcement learning. Modern machine learning approaches. Zbl 1330.68011
Sugiyama, Masashi
2
2015
Semi-supervised learning of class balance under class-prior change by distribution matching. Zbl 1298.68268
du Plessis, Marthinus Christoffel; Sugiyama, Masashi
7
2014
High-dimensional feature selection by feature-wise kernelized Lasso. Zbl 1410.68328
Yamada, Makoto; Jitkrittum, Wittawat; Sigal, Leonid; Xing, Eric P.; Sugiyama, Masashi
5
2014
Information-theoretic semi-supervised metric learning via entropy regularization. Zbl 1415.68173
Niu, Gang; Dai, Bo; Yamada, Makoto; Sugiyama, Masashi
2
2014
Information-maximization clustering based on squared-loss mutual information. Zbl 1418.62257
Sugiyama, Masashi; Niu, Gang; Yamada, Makoto; Kimura, Manabu; Hachiya, Hirotaka
1
2014
Least-squares independence regression for non-linear causal inference under non-Gaussian noise. Zbl 1317.68198
Yamada, Makoto; Sugiyama, Masashi; Sese, Jun
1
2014
Semi-supervised information-maximization clustering. Zbl 1325.68207
Calandriello, Daniele; Niu, Gang; Sugiyama, Masashi
1
2014
Sufficient dimension reduction via squared-loss mutual information estimation. Zbl 1269.62054
Suzuki, Taiji; Sugiyama, Masashi
12
2013
Fast learning rate of multiple kernel learning: trade-off between sparsity and smoothness. Zbl 1273.62090
Suzuki, Taiji; Sugiyama, Masashi
10
2013
Computational complexity of kernel-based density-ratio estimation: a condition number analysis. Zbl 1260.68334
Kanamori, Takafumi; Suzuki, Taiji; Sugiyama, Masashi
7
2013
Change-point detection in time-series data by relative density-ratio estimation. Zbl 1367.62259
Liu, Song; Yamada, Makoto; Collier, Nigel; Sugiyama, Masashi
6
2013
Density-difference estimation. Zbl 1418.62147
Sugiyama, Masashi; Kanamori, Takafumi; Suzuki, Taiji; Du Plessis, Marthinus Christoffel; Liu, Song; Takeuchi, Ichiro
5
2013
Machine learning with squared-loss mutual information. Zbl 1371.68241
Sugiyama, Masashi
4
2013
Global analytic solution of fully-observed variational Bayesian matrix factorization. Zbl 1436.62228
Nakajima, Shinichi; Sugiyama, Masashi; Babacan, S. Derin; Tomioka, Ryota
3
2013
Maximum volume clustering: a new discriminative clustering approach. Zbl 1318.62213
Niu, Gang; Dai, Bo; Shang, Lin; Sugiyama, Masashi
3
2013
Relative density-ratio estimation for robust distribution comparison. Zbl 1414.62115
Yamada, Makoto; Suzuki, Taiji; Kanamori, Takafumi; Hachiya, Hirotaka; Sugiyama, Masashi
2
2013
Variational Bayesian sparse additive matrix factorization. Zbl 1273.62136
Nakajima, Shinichi; Sugiyama, Masashi; Babacan, S. Derin
1
2013
Extended thermodynamics of dense gases. Zbl 1318.80001
Arima, T.; Taniguchi, S.; Ruggeri, T.; Sugiyama, M.
38
2012
Density ratio estimation in machine learning. Foreword by Thomas G. Dietterich. Zbl 1274.62037
Sugiyama, Masashi; Suzuki, Taiji; Kanamori, Takafumi
20
2012
Statistical analysis of kernel-based least-squares density-ratio estimation. Zbl 1246.68182
Kanamori, Takafumi; Suzuki, Taiji; Sugiyama, Masashi
13
2012
Density-ratio matching under the Bregman divergence: a unified framework of density-ratio estimation. Zbl 1440.62111
Sugiyama, Masashi; Suzuki, Taiji; Kanamori, Takafumi
11
2012
\(f\)-divergence estimation and two-sample homogeneity test under semiparametric density-ratio models. Zbl 1365.62119
Kanamori, Takafumi; Suzuki, Taiji; Sugiyama, Masashi
6
2012
Analysis and improvement of policy gradient estimation. Zbl 1245.68165
Zhao, Tingting; Hachiya, Hirotaka; Niu, Gang; Sugiyama, Masashi
3
2012
Canonical dependency analysis based on squared-loss mutual information. Zbl 1258.68115
Karasuyama, Masayuki; Sugiyama, Masashi
3
2012
Direct density-ratio estimation with dimensionality reduction via least-squares hetero-distributional subspace search. Zbl 1217.68188
Sugiyama, Masashi; Yamada, Makoto; von Bünau, Paul; Suzuki, Taiji; Kanamori, Takafumi; Kawanabe, Motoaki
8
2011
The degrees of freedom of partial least squares regression. Zbl 1232.62099
Krämer, Nicole; Sugiyama, Masashi
7
2011
Least-squares two-sample test. Zbl 1414.62311
Sugiyama, Masashi; Suzuki, Taiji; Itoh, Yuta; Kanamori, Takafumi; Kimura, Manabu
6
2011
Super-linear convergence of dual augmented Lagrangian algorithm for sparsity regularized estimation. Zbl 1280.68206
Tomioka, Ryota; Suzuki, Taiji; Sugiyama, Masashi
6
2011
Least-squares independent component analysis. Zbl 1205.94040
Suzuki, Taiji; Sugiyama, Masashi
4
2011
Reward-weighted regression with sample reuse for direct policy search in reinforcement learning. Zbl 1237.68147
Hachiya, Hirotaka; Peters, Jan; Sugiyama, Masashi
2
2011
Theoretical analysis of Bayesian matrix factorization. Zbl 1280.62034
Nakajima, Shinichi; Sugiyama, Masashi
2
2011
A refined margin analysis for boosting algorithms via equilibrium margin. Zbl 1280.68214
Wang, Liwei; Sugiyama, Masashi; Jing, Zhaoxiang; Yang, Cheng; Zhou, Zhi-Hua; Feng, Jufu
1
2011
Dimensionality reduction for density ratio estimation in high-dimensional spaces. Zbl 1401.62097
Sugiyama, Masashi; Kawanabe, Motoaki; Chui, Pui Ling
6
2010
Semi-supervised speaker identification under covariate shift. Zbl 1194.94154
Yamada, Makoto; Sugiyama, Masashi; Matsui, Tomoko
4
2010
Efficient exploration through active learning for value function approximation in reinforcement learning. Zbl 1396.68086
Akiyama, Takayuki; Hachiya, Hirotaka; Sugiyama, Masashi
2
2010
A least-squares approach to direct importance estimation. Zbl 1235.62039
Kanamori, Takafumi; Hido, Shohei; Sugiyama, Masashi
36
2009
Estimating squared-loss mutual information for independent component analysis. Zbl 1301.62060
Suzuki, Taiji; Sugiyama, Masashi
4
2009
On generalization performance and non-convex optimization of extended \(\nu \)-support vector machine. Zbl 1183.68508
Takeda, Akiko; Sugiyama, Masashi
1
2009
Theory and algorithm for learning with dissimilarity functions. Zbl 1178.68476
Wang, Liwei; Sugiyama, Masashi; Yang, Cheng; Hatano, Kohei; Feng, Jufu
1
2009
Direct importance estimation for covariate shift adaptation. Zbl 1294.62069
Sugiyama, Masashi; Suzuki, Taiji; Nakajima, Shinichi; Kashima, Hisashi; von Bünau, Paul; Kawanabe, Motoaki
30
2008
A batch ensemble approach to active learning with model selection. Zbl 1254.68226
Sugiyama, Masashi; Rubens, Neil
3
2008
Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis. Zbl 1222.68312
Sugiyama, Masashi
56
2007
Covariate shift adaptation by importance weighted cross validation. Zbl 1222.68313
Sugiyama, Masashi; Krauledat, Matthias; Müller, Klaus-Robert
27
2007
A new algorithm of non-Gaussian component analysis with radial kernel functions. Zbl 1147.62349
Kawanabe, Motoaki; Sugiyama, Masashi; Blanchard, Gilles; Müller, Klaus-Robert
6
2007
Active learning in approximately linear regression based on conditional expectation of generalization error. Zbl 1222.68311
Sugiyama, Masashi
10
2006
In search of non-Gaussian components of a high-dimensional distribution. Zbl 1222.62009
Blanchard, Gilles; Kawanabe, Motoaki; Sugiyama, Masashi; Spokoiny, Vladimir; Müller, Klaus-Robert
8
2006
Input-dependent estimation of generalization error under covariate shift. Zbl 1117.62069
Sugiyama, Masashi; Müller, Klaus-Robert
14
2005
Trading variance reduction with unbiasedness: the regularized subspace information criterion for robust model selection in kernel regression. Zbl 1089.68111
Sugiyama, Masashi; Kawanabe, Motoaki; Müller, Klaus-Robert
5
2004
The subspace information criterion for infinite-dimensional hypothesis spaces. Zbl 1088.68155
Sugiyama, Masashi; Müller, Klaus-Robert
2
2003
A unified method for optimizing linear image restoration filters. Zbl 1010.94502
Sugiyama, Masashi; Ogawa, Hidemitsu
1
2002
Subspace information criterion for model selection. Zbl 0986.68108
Sugiyama, Masashi; Ogawa, Hidemitsu
4
2001
all top 5

Cited by 549 Authors

46 Sugiyama, Masashi
13 Suzuki, Taiji
12 Kanamori, Takafumi
8 Yamada, Makoto
7 Niu, Gang
6 Hachiya, Hirotaka
6 Kawanabe, Motoaki
4 du Plessis, Marthinus Christoffel
4 Sasaki, Hiroaki
4 Tangkaratt, Voot
4 Zhang, Zhao
3 Bertrand, Frédéric
3 Chang, Chin-Chun
3 Chow, Tommy W. S.
3 Liu, Song
3 Maumy-Bertrand, Myriam
3 Meyer, Nicolas
3 Müller, Klaus-Robert
3 Zhao, Tingting
2 Akiyama, Takayuki
2 Amato, Umberto
2 Antoniadis, Anestis
2 Blanchard, Gilles
2 Bouveyron, Charles
2 Brown, Gavin
2 Chen, Songcan
2 Cheriet, Mohamed
2 Du, Minghui
2 Feng, Jufu
2 He, Jiazhong
2 Huang, Gan
2 Karasuyama, Masayuki
2 Kawahara, Yoshinobu
2 Kawakita, Masanori
2 Kim, Ilmun
2 Kimura, Manabu
2 Lian, Heng
2 Liu, Guangquan
2 Lv, Shaogao
2 Magnanensi, Jérémy
2 Matteson, David S.
2 Meng, Jianjun
2 Morimoto, Jun
2 Mu, Tingting
2 Mukherjee, Sayan
2 Nakajima, Shinichi
2 Nie, Feiping
2 Peters, Jan
2 Risk, Benjamin B.
2 Sechidis, Konstantinos
2 Sese, Jun
2 Takeda, Akiko
2 Takeuchi, Ichiro
2 von Bünau, Paul
2 Wang, Liwei
2 Wang, Shitong
2 Willcox, Karen E.
2 Yang, Jingyu
2 Zhang, Di
2 Zhang, Dingguo
2 Zhao, Mingbo
2 Zhong, Guoqiang
2 Zhu, Xiangyang
1 Abu-Mostafa, Yaser S.
1 Allaire, Douglas
1 Alquier, Pierre
1 Amaral, Sergio
1 An, Gaoyun
1 Ananiadou, Sophia
1 Ang, Kai Keng
1 Arlot, Sylvain
1 Arvaneh, Mahnaz
1 Ataei, Masoud
1 Azizi, Lamiae
1 Babacan, Sevket Derin
1 Bach, Francis R.
1 Balakrishnan, Sivaraman
1 Batselier, Kim
1 Becker, Suzanna
1 Bekker, Jessa
1 Bertsimas, Dimitris John
1 Bischl, Bernd
1 Bonnans, Joseph Frédéric
1 Borkar, Vivek Shripad
1 Bouwmans, Thierry
1 Boyer, Rémy
1 Braga, Igor
1 Braham, Ahmed
1 Brandman, David M.
1 Brockmeier, Austin J.
1 Broniatowski, Michel
1 Burkhart, Michael C.
1 Calandriello, Daniele
1 Carcone, Dean
1 Cen, Shicong
1 Chagny, Gaëlle
1 Chai, Jing
1 Charoenphakdee, Nontawat
1 Chechik, Gal
1 Chellappa, Rama
...and 449 more Authors
all top 5

Cited in 82 Serials

31 Neural Networks
30 Neural Computation
19 Pattern Recognition
18 Machine Learning
7 Information Sciences
7 Journal of Machine Learning Research (JMLR)
7 Electronic Journal of Statistics
5 The Annals of Statistics
5 Statistical Analysis and Data Mining
4 Annals of the Institute of Statistical Mathematics
4 Journal of the American Statistical Association
3 Computational Statistics
3 Journal of Statistical Computation and Simulation
3 Computational Statistics and Data Analysis
3 Mathematical Problems in Engineering
3 Computational & Mathematical Methods in Medicine
2 Journal of Multivariate Analysis
2 Signal Processing
2 Communications in Statistics. Simulation and Computation
2 SIAM Journal on Scientific Computing
2 The Journal of Artificial Intelligence Research (JAIR)
2 Entropy
2 Computational Intelligence
2 International Journal of Wavelets, Multiresolution and Information Processing
2 Statistics and Computing
1 Computer Methods in Applied Mechanics and Engineering
1 Journal of Mathematical Analysis and Applications
1 Scandinavian Journal of Statistics
1 Automatica
1 Journal of Econometrics
1 Journal of Statistical Planning and Inference
1 Theoretical Computer Science
1 Journal of Classification
1 Sequential Analysis
1 New Generation Computing
1 International Journal of Approximate Reasoning
1 Asia-Pacific Journal of Operational Research
1 SIAM Journal on Matrix Analysis and Applications
1 Multidimensional Systems and Signal Processing
1 International Journal of Adaptive Control and Signal Processing
1 Computational Mathematics and Mathematical Physics
1 European Journal of Operational Research
1 Linear Algebra and its Applications
1 SIAM Journal on Optimization
1 Journal of Mathematical Imaging and Vision
1 Cybernetics and Systems Analysis
1 Computational Optimization and Applications
1 Test
1 International Journal of Computer Vision
1 Annals of Mathematics and Artificial Intelligence
1 Bernoulli
1 INFORMS Journal on Computing
1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics
1 Abstract and Applied Analysis
1 Optimization Methods & Software
1 Soft Computing
1 PAA. Pattern Analysis and Applications
1 Data Mining and Knowledge Discovery
1 Statistical Modelling
1 Natural Computing
1 SIAM Journal on Applied Dynamical Systems
1 Statistical Applications in Genetics and Molecular Biology
1 Analysis and Applications (Singapore)
1 Journal of the Indonesian Mathematical Society
1 Fuzzy Optimization and Decision Making
1 Computational Management Science
1 Statistical Methods and Applications
1 The Annals of Applied Statistics
1 Discrete and Continuous Dynamical Systems. Series S
1 Statistics Surveys
1 Science China. Information Sciences
1 International Journal for Numerical Methods in Biomedical Engineering
1 Symmetry
1 Sankhyā. Series A
1 Chilean Journal of Statistics
1 Frontiers of Computer Science in China
1 Journal of Theoretical Biology
1 Frontiers of Computer Science
1 Bayesian Analysis
1 Computer Science Review
1 Journal of Econometric Methods
1 SIAM/ASA Journal on Uncertainty Quantification

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