Event Calendar:
Articles (7): | |
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Gretton A  , Borgwardt K , Rasch M , Schölkopf B and Smola A (March-2012) A Kernel Two-Sample Test
Journal of Machine Learning Research 13 723−773.
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, Smola A , Gretton A , and Borgwardt K (March-2012) Feature Selection via Dependence Maximization
Journal of Machine Learning Research 13 1393-1434. accepted
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, , Gretton A , , , Smola AJ , , , and Borgwardt KM (October-2010) Discriminative frequent subgraph mining with optimality guarantees
Statistical Analysis and Data Mining 3(5) 302–318.
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, , Borgwardt KM , Gretton A and Smola A (July-2007) Gene selection via the BAHSIC family of algorithms
Bioinformatics 23(13: ISMB/ECCB 2007 Conference Proceedings) i490-i498.
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Borgwardt KM , Gretton A , Rasch M , , Schölkopf B and Smola A (August-2006) Integrating Structured Biological data by Kernel Maximum Mean Discrepancy
Bioinformatics 22(4: ISMB 2006 Conference Proceedings) e49-e57.
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, Borgwardt KM , and Smola AJ (March-2006) Kernel extrapolation
Neurocomputing 69(7-9) 721-729.
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Borgwardt KM , Ong CS , , , Smola AJ and (June-2005) Protein function prediction via graph kernels
Bioinformatics 21(Suppl. 1: ISMB 2005 Proceedings) i47-i56.
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Conference papers (7): | |
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Gretton A , Borgwardt KM , Rasch M , Schölkopf B and Smola A (September-2007) A Kernel Method for the Two-Sample-Problem
In: Advances in Neural Information Processing Systems 19, Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), MIT Press, Cambridge, MA, USA, 513-520.
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Huang J , Smola A , Gretton A , Borgwardt KM and Schölkopf B (September-2007) Correcting Sample Selection Bias by Unlabeled Data
In: Advances in Neural Information Processing Systems 19, Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), MIT Press, Cambridge, MA, USA, 601-608.
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Gretton A , Borgwardt KM , Rasch M , Schölkopf B and Smola AJ (July-2007) A Kernel Approach to Comparing Distributions
Twenty-Second AAAI Conference on Artificial Intelligence (IAAI-07), AAAI Press, Menlo Park, CA, USA, 1637-1641.
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, Smola AJ , Gretton A and Borgwardt KM (June-2007) A Dependence Maximization View of Clustering
Twenty-Fourth Annual International Conference on Machine Learning (ICML 2007), ACM Press, New York, NY, USA, 815-822.
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, Smola AJ , Gretton A , Borgwardt KM and (June-2007) Supervised Feature Selection via Dependence Estimation
Twenty-Fourth Annual International Conference on Machine Learning (ICML 2007), ACM Press, New York, NY, USA, 823-830.
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Borgwardt KM , , and Smola AJ (April-2005) Joint Regularization
13th European Symposium on Artificial Neural Networks (ESANN 2005), d-side, Evere, Belgium, 455-460.
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Gretton A , Smola AJ , Bousquet O , , Belitski A , Augath M , Murayama Y , Pauls J , Schölkopf B and Logothetis NK (January-2005) Kernel Constrained Covariance for Dependence Measurement
In: AISTATS 2005, Tenth International Workshop on Artificial Intelligence and Statistics (AI & Statistics 2005), 112-119.
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Contributions to books (1): | |
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Gretton A , Smola AJ , Huang J , Schmittfull M , Borgwardt KM and Schölkopf B : Covariate Shift by Kernel Mean Matching, 131-160.
In: Dataset Shift in Machine Learning, (Ed) , MIT Press, Cambridge, MA, USA, (February-2009).
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Technical reports (1): | |
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Gretton A , Borgwardt K , Rasch M , Schölkopf B and Smola A : A Kernel Method for the Two-sample Problem, 157, Max-Planck-Institute for Biological Cybernetics Tübingen, (April-2008).
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Last updated: Monday, 10.12.2012