Result 1 to 20 of 51 total
Kernel belief propagation. (English)
Comput. Res. Repos. 2011, Article No. 1105.5592 (2011).
1
Kernel belief propagation (English)
Journal of Machine Learning Research - Proceedings Track 15, 707-715 (2011).
2
Parallel Gibbs sampling: from colored fields to thin junction trees (English)
Journal of Machine Learning Research - Proceedings Track 15, 324-332 (2011).
3
Characteristic kernels on structured domains excel in robotics and human action recognition. (English)
Balcázar, José Luis (ed.) et al., Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2010, Barcelona, Spain, September 20‒24, 2010. Proceedings, Part I. Berlin: Springer (ISBN 978-3-642-15879-7/pbk). Lecture Notes in Computer Science 6321. Lecture Notes in Artificial Intelligence, 264-279 (2010).
4
Temporal kernel CCA and its application in multimodal neuronal data analysis. (English)
Mach. Learn. 79, No. 1-2, 5-27 (2010).
5
io-port 50089611 Thoma, Marisa;
Cheng, Hong;
Gretton, Arthur;
Han, Jiawei;
Kriegel, Hans-Peter;
Smola, Alexander J.;
Song, Le;
Yu, Philip S.;
Yan, Xifeng;
Borgwardt, Karsten M.
Discriminative frequent subgraph mining with optimality guarantees (English)
Statistical Analysis and Data Mining 3, No. 5, 302-318 (2010).
6
Nonparametric tree graphical models (English)
Journal of Machine Learning Research - Proceedings Track 9, 765-772 (2010).
7
Characteristic kernels on structured domains excel in robotics and human action recognition (English)
ECML/PKDD (1), 264-279 (2010).
8
Generalized clustering via kernel embeddings. (English)
Mertsching, Bärbel (ed.) et al., KI 2009: Advances in artificial intelligence. 32nd annual German conference on AI, Paderborn, Germany, September 15‒18, 2009. Proceedings. Berlin: Springer (ISBN 978-3-642-04616-2). Lecture Notes in Computer Science 5803. Lecture Notes in Artificial Intelligence, 144-152 (2009).
9
A note on integral probability metrics and ϕ-divergences. (English)
Comput. Res. Repos. 2009, Article No. 0901.2698 (2009).
10
Fast kernel-based independent component analysis (English)
IEEE Transactions on Signal Processing 57, No. 9, 3498-3511 (2009).
11
io-port 70222762 Thoma, Marisa;
Cheng, Hong;
Gretton, Arthur;
Han, Jiawei;
Kriegel, Hans-Peter;
Smola, Alexander J.;
Song, Le;
Yu, Philip S.;
Yan, Xifeng;
Borgwardt, Karsten M.
Near-optimal supervised feature selection among frequent subgraphs (English)
SDM, 1075-1086 (2009).
12
Detecting the direction of causal time series (English)
ICML, 101 (2009).
13
Nonlinear directed acyclic structure learning with weakly additive noise models (English)
NIPS, 1847-1855 (2009).
14
Kernel choice and classifiability for RKHS embeddings of probability distributions (English)
NIPS, 1750-1758 (2009).
15
A fast, consistent kernel two-sample test (English)
NIPS, 673-681 (2009).
16
A kernel method for the two-sample problem. (English)
Comput. Res. Repos. 2008, Article No. 0805.2368 (2008).
17
Semi-supervised Laplacian regularization of kernel canonical correlation analysis. (English)
Daelemans, Walter (ed.) et al., Machine learning and knowledge discovery in databases. European conference, ECML PKDD 2008, Antwerp, Belgium, September 15‒19, 2008, Proceedings, Part I. Berlin: Springer (ISBN 978-3-540-87478-2/pbk). Lecture Notes in Computer Science 5211. Lecture Notes in Artificial Intelligence, 133-145 (2008).
18
Nonparametric independence tests: Space partitioning and kernel approaches. (English)
Freund, Yoav (ed.) et al., Algorithmic learning theory. 19th international conference, ALT 2008, Budapest, Hungary, October 13‒16, 2008. Proceedings. Berlin: Springer (ISBN 978-3-540-87986-2/pbk). Lecture Notes in Computer Science 5254. Lecture Notes in Artificial Intelligence, 183-198 (2008).
19
Semi-supervised Laplacian regularization of kernel canonical correlation analysis (English)
ECML/PKDD (1), 133-145 (2008).
20
Result 1 to 20 of 51 total
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