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Gretton, Arthur

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Author ID: gretton.arthur Recent zbMATH articles by "Gretton, Arthur"
Published as: Gretton, Arthur; Gretton, A.
Documents Indexed: 24 Publications since 2005

Publications by Year

Citations contained in zbMATH Open

21 Publications have been cited 470 times in 289 Documents Cited by Year
A kernel two-sample test. Zbl 1283.62095
Gretton, Arthur; Borgwardt, Karsten M.; Rasch, Malte J.; Schölkopf, Bernhard; Smola, Alexander
77
2012
Measuring statistical dependence with Hilbert-Schmidt norms. Zbl 1168.62354
Gretton, Arthur; Bousquet, Olivier; Smola, Alex; Schölkopf, Bernhard
70
2005
Equivalence of distance-based and RKHS-based statistics in hypothesis testing. Zbl 1281.62117
Sejdinovic, Dino; Sriperumbudur, Bharath; Gretton, Arthur; Fukumizu, Kenji
52
2013
Hilbert space embeddings and metrics on probability measures. Zbl 1242.60005
Sriperumbudur, Bharath K.; Gretton, Arthur; Fukumizu, Kenji; Schölkopf, Bernhard; Lanckriet, Gert R. G.
48
2010
Statistical consistency of kernel canonical correlation analysis. Zbl 1222.62063
Fukumizu, Kenji; Bach, Francis R.; Gretton, Arthur
42
2007
A Hilbert space embedding for distributions. Zbl 1142.68407
Smola, Alex; Gretton, Arthur; Song, Le; Schölkopf, Bernhard
38
2007
Kernel methods for measuring independence. Zbl 1222.68208
Gretton, Arthur; Herbrich, Ralf; Smola, Alexander; Bousquet, Olivier; Schölkopf, Bernhard
32
2005
Feature selection via dependence maximization. Zbl 1303.68110
Song, Le; Smola, Alex; Gretton, Arthur; Bedo, Justin; Borgwardt, Karsten
28
2012
Consistent nonparametric tests of independence. Zbl 1242.62033
Gretton, Arthur; Györfi, László
19
2010
On the empirical estimation of integral probability metrics. Zbl 1295.62035
Sriperumbudur, Bharath K.; Fukumizu, Kenji; Gretton, Arthur; Schölkopf, Bernhard; Lanckriet, Gert R. G.
17
2012
Kernel Bayes’ rule: Bayesian inference with positive definite kernels. Zbl 1318.62131
Fukumizu, Kenji; Song, Le; Gretton, Arthur
14
2013
Kernel mean shrinkage estimators. Zbl 1360.62134
Muandet, Krikamol; Sriperumbudur, Bharath; Fukumizu, Kenji; Gretton, Arthur; Schölkopf, Bernhard
6
2016
Discussion of: Brownian distance covariance. Zbl 1454.62175
Gretton, Arthur; Fukumizu, Kenji; Sriperumbudur, Bharath K.
5
2009
Fast kernel-based independent component analysis. Zbl 1391.94392
Shen, Hao; Jegelka, Stefanie; Gretton, Arthur
4
2009
Learning theory for distribution regression. Zbl 1392.62124
Szabó, Zoltán; Sriperumbudur, Bharath K.; Póczos, Barnabás; Gretton, Arthur
4
2016
Large-scale kernel methods for independence testing. Zbl 1384.62154
Zhang, Qinyi; Filippi, Sarah; Gretton, Arthur; Sejdinovic, Dino
4
2018
An online support vector machine for abnormal events detection. Zbl 1172.94394
Davy, Manuel; Desobry, Frédéric; Gretton, Arthur; Doncarli, Christian
3
2006
Density estimation in infinite dimensional exponential families. Zbl 1440.62125
Sriperumbudur, Bharath; Fukumizu, Kenji; Gretton, Arthur; Hyvärinen, Aapo; Kumar, Revant
3
2017
Filtering with state-observation examples via kernel Monte Carlo filter. Zbl 1418.62361
Kanagawa, Motonobu; Nishiyama, Yu; Gretton, Arthur; Fukumizu, Kenji
2
2016
Nonparametric independence tests: Space partitioning and kernel approaches. Zbl 1156.62326
Gretton, Arthur; Györfi, László
1
2008
Antithetic and Monte Carlo kernel estimators for partial rankings. Zbl 1430.62050
Lomelí, M.; Rowland, M.; Gretton, A.; Ghahramani, Z.
1
2019
Antithetic and Monte Carlo kernel estimators for partial rankings. Zbl 1430.62050
Lomelí, M.; Rowland, M.; Gretton, A.; Ghahramani, Z.
1
2019
Large-scale kernel methods for independence testing. Zbl 1384.62154
Zhang, Qinyi; Filippi, Sarah; Gretton, Arthur; Sejdinovic, Dino
4
2018
Density estimation in infinite dimensional exponential families. Zbl 1440.62125
Sriperumbudur, Bharath; Fukumizu, Kenji; Gretton, Arthur; Hyvärinen, Aapo; Kumar, Revant
3
2017
Kernel mean shrinkage estimators. Zbl 1360.62134
Muandet, Krikamol; Sriperumbudur, Bharath; Fukumizu, Kenji; Gretton, Arthur; Schölkopf, Bernhard
6
2016
Learning theory for distribution regression. Zbl 1392.62124
Szabó, Zoltán; Sriperumbudur, Bharath K.; Póczos, Barnabás; Gretton, Arthur
4
2016
Filtering with state-observation examples via kernel Monte Carlo filter. Zbl 1418.62361
Kanagawa, Motonobu; Nishiyama, Yu; Gretton, Arthur; Fukumizu, Kenji
2
2016
Equivalence of distance-based and RKHS-based statistics in hypothesis testing. Zbl 1281.62117
Sejdinovic, Dino; Sriperumbudur, Bharath; Gretton, Arthur; Fukumizu, Kenji
52
2013
Kernel Bayes’ rule: Bayesian inference with positive definite kernels. Zbl 1318.62131
Fukumizu, Kenji; Song, Le; Gretton, Arthur
14
2013
A kernel two-sample test. Zbl 1283.62095
Gretton, Arthur; Borgwardt, Karsten M.; Rasch, Malte J.; Schölkopf, Bernhard; Smola, Alexander
77
2012
Feature selection via dependence maximization. Zbl 1303.68110
Song, Le; Smola, Alex; Gretton, Arthur; Bedo, Justin; Borgwardt, Karsten
28
2012
On the empirical estimation of integral probability metrics. Zbl 1295.62035
Sriperumbudur, Bharath K.; Fukumizu, Kenji; Gretton, Arthur; Schölkopf, Bernhard; Lanckriet, Gert R. G.
17
2012
Hilbert space embeddings and metrics on probability measures. Zbl 1242.60005
Sriperumbudur, Bharath K.; Gretton, Arthur; Fukumizu, Kenji; Schölkopf, Bernhard; Lanckriet, Gert R. G.
48
2010
Consistent nonparametric tests of independence. Zbl 1242.62033
Gretton, Arthur; Györfi, László
19
2010
Discussion of: Brownian distance covariance. Zbl 1454.62175
Gretton, Arthur; Fukumizu, Kenji; Sriperumbudur, Bharath K.
5
2009
Fast kernel-based independent component analysis. Zbl 1391.94392
Shen, Hao; Jegelka, Stefanie; Gretton, Arthur
4
2009
Nonparametric independence tests: Space partitioning and kernel approaches. Zbl 1156.62326
Gretton, Arthur; Györfi, László
1
2008
Statistical consistency of kernel canonical correlation analysis. Zbl 1222.62063
Fukumizu, Kenji; Bach, Francis R.; Gretton, Arthur
42
2007
A Hilbert space embedding for distributions. Zbl 1142.68407
Smola, Alex; Gretton, Arthur; Song, Le; Schölkopf, Bernhard
38
2007
An online support vector machine for abnormal events detection. Zbl 1172.94394
Davy, Manuel; Desobry, Frédéric; Gretton, Arthur; Doncarli, Christian
3
2006
Measuring statistical dependence with Hilbert-Schmidt norms. Zbl 1168.62354
Gretton, Arthur; Bousquet, Olivier; Smola, Alex; Schölkopf, Bernhard
70
2005
Kernel methods for measuring independence. Zbl 1222.68208
Gretton, Arthur; Herbrich, Ralf; Smola, Alexander; Bousquet, Olivier; Schölkopf, Bernhard
32
2005
all top 5

Cited by 645 Authors

12 Fukumizu, Kenji
8 Gretton, Arthur
8 Schölkopf, Bernhard
7 Sriperumbudur, Bharath K.
7 Sugiyama, Masashi
6 Lian, Heng
5 Edelmann, Dominic
5 Kanagawa, Motonobu
5 Zhigljavsky, Anatoly A.
4 Blanchard, Gilles
4 Cai, Jia
4 Chen, Dirong
4 Ghosh, Anil Kumar
4 Kim, Ilmun
4 Klus, Stefan
4 Shao, Xiaofeng
4 Székely, Gábor J.
3 Böttcher, Björn
3 Chan, Laiwan
3 Chen, Heng
3 Dueck, Johannes
3 Györfi, László
3 Jordan, Michael Irwin
3 Jørgensen, Palle E. T.
3 Li, Bing
3 Maldonado, Sebastián
3 Muandet, Krikamol
3 Príncipe, José Carlos
3 Pronzato, Luc
3 Sejdinovic, Dino
3 Sun, Hongwei
3 Suykens, Johan A. K.
3 Walk, Harro
3 Yamada, Makoto
3 Yao, Shun
3 Yin, Xiangrong
3 Zhang, Xianyang
2 Alzate, Carlos
2 Bachoc, François
2 Brockmeier, Austin J.
2 Celisse, Alain
2 Chen, Xiaohui
2 Chen, Zhitang
2 Chung, Fu-Lai
2 da Veiga, Sébastien
2 Dang, Xuan Hong
2 De Lozzo, Matthias
2 Fan, Zengyan
2 Fromont, Magalie
2 Huang, Wei
2 Kanamori, Takafumi
2 Karvonen, Toni
2 Keller-Ressel, Martin
2 Klami, Arto
2 Kou, Gang
2 Kusano, Genki
2 Lee, Kuang-Yao
2 Lin, Lizhen
2 Loubes, Jean-Michel
2 Lv, Shaogao
2 Marrel, Amandine
2 Meintanis, Simos G.
2 Mitzenmacher, Michael
2 Mollenhauer, Mattes
2 Mücke, Nicole
2 Müller, Klaus-Robert
2 Neumann, Gerhard
2 Nishiyama, Yu
2 Niu, Gang
2 Oates, Chris J.
2 Pan, Wenliang
2 Peters, Jonas
2 Priebe, Carey E.
2 Ramdas, Aaditya K.
2 Rao, Murali
2 Reshef, David N.
2 Reshef, Yakir A.
2 Reynaud-Bouret, Patricia
2 Rizzo, Maria L.
2 Roy, Angshuman
2 Sabeti, Pardis C.
2 Sarkar, Soham
2 Särkkä, Simo
2 Schilling, René Leander
2 Schuster, Ingmar
2 Schütte, Christof
2 Seth, Sohan
2 Smola, Alexander J.
2 Song, Le
2 Tang, Jingjing
2 Tao, Jianwen
2 Tian, Feng
2 Tian, Yingjie
2 Tsang, Ivor Wai-Hung
2 Vogelstein, Joshua T.
2 Wang, Guochang
2 Wang, Shitong
2 Wang, Xueqin
2 Wasserman, Larry Alan
2 Weber, Richard Robert
...and 545 more Authors
all top 5

Cited in 93 Serials

20 The Annals of Statistics
20 Machine Learning
17 Journal of Machine Learning Research (JMLR)
16 Computational Statistics and Data Analysis
15 Journal of Multivariate Analysis
11 Neural Computation
10 Journal of the American Statistical Association
10 Bernoulli
9 Neural Networks
9 Electronic Journal of Statistics
8 Statistics and Computing
7 Information Sciences
7 Pattern Recognition
6 Journal of Statistical Planning and Inference
6 Statistics & Probability Letters
5 SIAM/ASA Journal on Uncertainty Quantification
4 Data Mining and Knowledge Discovery
4 The Annals of Applied Statistics
3 Artificial Intelligence
3 Annals of the Institute of Statistical Mathematics
3 Statistical Science
3 Journal of Statistical Computation and Simulation
3 Test
3 Applied and Computational Harmonic Analysis
3 Chaos
3 Foundations of Computational Mathematics
2 Computers & Mathematics with Applications
2 Inverse Problems
2 Journal of Approximation Theory
2 International Journal of Approximate Reasoning
2 European Journal of Operational Research
2 Journal of Nonlinear Science
2 Statistical Papers
2 Journal of the Royal Statistical Society. Series B. Statistical Methodology
2 Analysis and Applications (Singapore)
1 Journal of Mathematical Analysis and Applications
1 Metrika
1 Automatica
1 Biometrics
1 Fuzzy Sets and Systems
1 Journal of Computational and Applied Mathematics
1 Journal of Econometrics
1 Journal of Mathematical Psychology
1 Kybernetika
1 Insurance Mathematics & Economics
1 Journal of Classification
1 Statistics
1 Sequential Analysis
1 Journal of Complexity
1 Discrete & Computational Geometry
1 Computational Mechanics
1 Journal of Theoretical Probability
1 Signal Processing
1 Japan Journal of Industrial and Applied Mathematics
1 Journal of Global Optimization
1 Computational Statistics
1 Linear Algebra and its Applications
1 SIAM Journal on Scientific Computing
1 International Journal of Computer Vision
1 Statistica Sinica
1 Lifetime Data Analysis
1 Journal of Nonparametric Statistics
1 Theory of Computing Systems
1 Nonlinear Dynamics
1 Discrete Dynamics in Nature and Society
1 Communications in Nonlinear Science and Numerical Simulation
1 International Journal of Applied Mathematics and Computer Science
1 Computational Geosciences
1 Archives of Computational Methods in Engineering
1 Acta Mathematica Scientia. Series B. (English Edition)
1 Communications on Pure and Applied Analysis
1 International Journal of Wavelets, Multiresolution and Information Processing
1 Oberwolfach Reports
1 Statistical Methodology
1 Journal of the Korean Statistical Society
1 ALEA. Latin American Journal of Probability and Mathematical Statistics
1 Statistical Analysis and Data Mining
1 EURASIP Journal on Advances in Signal Processing
1 Journal of Statistical Theory and Practice
1 Statistics Surveys
1 Science China. Mathematics
1 Science China. Information Sciences
1 Journal of Agricultural, Biological, and Environmental Statistics
1 Sankhyā. Series A
1 Sankhyā. Series B
1 Information and Inference
1 Journal of the Operations Research Society of China
1 Journal of Function Spaces
1 Modern Stochastics. Theory and Applications
1 International Journal of Applied and Computational Mathematics
1 Computational and Mathematical Biophysics
1 Cogent Mathematics & Statistics
1 Probability, Uncertainty and Quantitative Risk

Citations by Year