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Entries: 1-10  
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Kernel Measures of Independence for Non-IID Data
Editors: Koller, D.; Schuurmans, D.; Bengio, Y.; Bottou, L.
Authors: Zhang, X.; Song, L.; Gretton, A.; Smola, A.
Date of Publication (YYYY-MM-DD): 2009-06
Title of Proceedings: Advances in Neural Information Processing Systems 21: Proceedings of the 2008 Conference
Start Page: 1937
End Page: 1944
Document Type: Conference-Paper
ID: 461834.0
Tailoring density estimation via reproducing kernel moment matching
Editors: Cohen, W. W.; McCallum, A.; Roweis, S.
Authors: Song, L.; Zhang, X.; Smola, A.; Gretton, A.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2008-07
Title of Proceedings: Proceedings of the 25th International Conference on Machine Learning (ICML 2008)
Start Page: 992
End Page: 999
Document Type: Conference-Paper
ID: 420051.0
The Need for Open Source Software in Machine Learning
Authors: Sonnenburg, S.; Braun, M.L.; Ong, C.S.; Bengio, S.; Bottou, L.; Holmes, G.; LeCun, Y.; Müller, K.-R.; Pereira, F.; Rasmussen, C.E.; Rätsch, G.; Schölkopf, B.; Smola, A.; Vincent, P.; Weston, J.; Williamson, R.C.
Date of Publication (YYYY-MM-DD): 2007-10
Title of Journal: Journal of Machine Learning Research
Volume: 8
Start Page: 2443
End Page: 2466
Document Type: Article
ID: 350382.0
A Hilbert Space Embedding for Distributions
Editors: Hutter, M.; Servedio, R. A.; Takimoto, E.; Takimoto, Hutter, M. , R. A. Servedio, E.
Authors: Smola, A.; Gretton, A.; Song, L.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2007-10
Title of Proceedings: Algorithmic Learning Theory
Start Page: 13
End Page: 31
Document Type: Conference-Paper
ID: 352330.0
A Kernel Method for the Two-Sample-Problem
Authors: Gretton, A.; Borgwardt, K.M.; Rasch, M.; Schölkopf, B.; Smola, A.
Date of Publication (YYYY-MM-DD): 2007-09
Title of Proceedings: Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference
Start Page: 513
End Page: 520
Document Type: Conference-Paper
ID: 352353.0
Correcting Sample Selection Bias by Unlabeled Data
Authors: Huang, J.; Smola, A.; Gretton, A.; Borgwardt, K.M.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2007-09
Title of Proceedings: Advances in Neural Information Processing Systems 19: Proceedings of the 2006 Conference
Start Page: 601
End Page: 608
Document Type: Conference-Paper
ID: 352346.0
Gene selection via the BAHSIC family of algorithms
Authors: Song, L.; Bedo, J.; Borgwardt, K.M.; Gretton, A.; Smola, A.
Date of Publication (YYYY-MM-DD): 2007-07
Title of Journal: Bioinformatics
Volume: 23
Issue / Number: 13
Start Page: i490
End Page: i498
Document Type: Article
ID: 350362.0
Integrating structured biological data by Kernel Maximum Mean Discrepancy
Authors: Borgwardt, K.; Gretton, A.; Rasch, M.; Kriegel, H.-P.; Schölkopf, B.; Smola, A.
Date of Publication (YYYY-MM-DD): 2006-08
Title of Journal: Bioinformatics
Volume: 22
Issue / Number: 4
Start Page: e49
End Page: e57
Document Type: Article
ID: 312135.0
Learning High-Order MRF Priors of Color Images
Authors: McAuley, J.; Caetano, T.; Smola, A.; Franz, M.O.
Date of Publication (YYYY-MM-DD): 2006-01
Title of Proceedings: Proc. 23rd Intl. Conf. Machine Learning (ICML 2006)
Start Page: 617
End Page: 624
Document Type: Conference-Paper
ID: 312046.0
Kernel Methods for Measuring Independence
Authors: Gretton, A.; Herbrich, R.; Smola, A.; Bousquet, O.; Schölkopf, B.
Date of Publication (YYYY-MM-DD): 2005-12
Title of Journal: Journal of Machine Learning Research
Volume: 6
Start Page: 2075
End Page: 2129
Document Type: Article
ID: 270109.0
Entries: 1-10  
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