Integrating structured biological data by Kernel Maximum Mean Discrepancy
Borgwardt, Karsten M., Gretton, Arthur, Rasch, Malte J., Kriegel, Hans-Peter, Schölkopf, Bernhard, Smola, Alex J.
Published in Bioinformatics (15.07.2006)
Published in Bioinformatics (15.07.2006)
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Journal Article
Estimating the Support of a High-Dimensional Distribution
Schölkopf, Bernhard, Platt, John C., Shawe-Taylor, John, Smola, Alex J., Williamson, Robert C.
Published in Neural computation (01.07.2001)
Published in Neural computation (01.07.2001)
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Journal Article
Learning Graph Matching
Caetano, T.S., McAuley, J.J., Li Cheng, Le, Q.V., Smola, A.J.
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2009)
Published in IEEE transactions on pattern analysis and machine intelligence (01.06.2009)
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Journal Article
Protein function prediction via graph kernels
Borgwardt, Karsten M., Ong, Cheng Soon, Schönauer, Stefan, Vishwanathan, S. V. N., Smola, Alex J., Kriegel, Hans-Peter
Published in Bioinformatics (01.06.2005)
Published in Bioinformatics (01.06.2005)
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Journal Article
Kernelized Sorting
Quadrianto, N, Smola, A J, Le Song, Tuytelaars, T
Published in IEEE transactions on pattern analysis and machine intelligence (01.10.2010)
Published in IEEE transactions on pattern analysis and machine intelligence (01.10.2010)
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Journal Article
New Support Vector Algorithms
Schölkopf, Bernhard, Smola, Alex J., Williamson, Robert C., Bartlett, Peter L.
Published in Neural computation (01.05.2000)
Published in Neural computation (01.05.2000)
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Journal Article
Experimentally optimal ν in support vector regression for different noise models and parameter settings
Chalimourda, Athanassia, Schölkopf, Bernhard, Smola, Alex J.
Published in Neural networks (01.03.2005)
Published in Neural networks (01.03.2005)
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Journal Article
Universal Clustering with Regularization in Probabilistic Space
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Book Chapter
Conference Proceeding
Transductive Gaussian Process Regression with Automatic Model Selection
Le, Quoc V., Smola, Alex J., Gärtner, Thomas, Altun, Yasemin
Published in Lecture notes in computer science (2006)
Published in Lecture notes in computer science (2006)
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Book Chapter
Conference Proceeding
Learning Graph Matching
Caetano, Tiberio S., Li Cheng, Le, Quoc V., Smola, Alex J.
Published in 2007 IEEE 11th International Conference on Computer Vision (01.10.2007)
Published in 2007 IEEE 11th International Conference on Computer Vision (01.10.2007)
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Conference Proceeding
Kernel-dependent support vector error bounds
Scholkopf, B, Shawe-Taylor, J, Smola, A.J, Williamson, R.C
Published in 9th International Conference on Artificial Neural Networks: ICANN '99 (1999)
Published in 9th International Conference on Artificial Neural Networks: ICANN '99 (1999)
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Conference Proceeding
Journal Article
Distributed Flow Algorithms for Scalable Similarity Visualization
Quadrianto, N, Schuurmans, D, Smola, A J
Published in 2010 IEEE International Conference on Data Mining Workshops (01.12.2010)
Published in 2010 IEEE International Conference on Data Mining Workshops (01.12.2010)
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Conference Proceeding
UTILIZING OFFLINE CLUSTERS FOR REALTIME CLUSTERING OF SEARCH RESULTS
SMOLA ALEX J, RAJAN SUJU, PUNERA KUNAL, VADREVU SRINIVAS, DOM BYRON E, TEO CHOON HUI
Year of Publication 08.11.2012
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Year of Publication 08.11.2012
Patent
Learning Graph Matching
Caetano, Tiberio S, McAuley, Julian J, Cheng, Li, Le, Quoc V, Smola, Alex J
Published in arXiv.org (17.06.2008)
Published in arXiv.org (17.06.2008)
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Paper
Journal Article