![]() | 2009 | |
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30 | ![]() ![]() ![]() ![]() ![]() ![]() | Oliver Stegle, Katherine J. Denby, David L. Wild, Stuart McHattie, Andrew Meade, Zoubin Ghahramani, Karsten M. Borgwardt: Discovering Temporal Patterns of Differential Gene Expression in Microarray Time Series. GCB 2009: 133-142 |
29 | ![]() ![]() ![]() ![]() ![]() ![]() | Risi Imre Kondor, Nino Shervashidze, Karsten M. Borgwardt: The graphlet spectrum. ICML 2009: 67 |
28 | ![]() ![]() ![]() ![]() ![]() ![]() | Oliver Stegle, Katherine J. Denby, David L. Wild, Zoubin Ghahramani, Karsten M. Borgwardt: A Robust Bayesian Two-Sample Test for Detecting Intervals of Differential Gene Expression in Microarray Time Series. RECOMB 2009: 201-216 |
27 | ![]() ![]() ![]() ![]() ![]() ![]() | Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt: Near-optimal Supervised Feature Selection among Frequent Subgraphs. SDM 2009: 1075-1086 |
26 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Zoubin Ghahramani: Bayesian two-sample tests CoRR abs/0906.4032: (2009) |
2008 | ||
25 | ![]() ![]() ![]() ![]() ![]() ![]() | Christian Hübler, Hans-Peter Kriegel, Karsten M. Borgwardt, Zoubin Ghahramani: Metropolis Algorithms for Representative Subgraph Sampling. ICDM 2008: 283-292 |
24 | ![]() ![]() ![]() ![]() ![]() ![]() | Risi Imre Kondor, Karsten M. Borgwardt: The skew spectrum of graphs. ICML 2008: 496-503 |
23 | ![]() ![]() ![]() ![]() ![]() ![]() | Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Method for the Two-Sample Problem CoRR abs/0805.2368: (2008) |
22 | ![]() ![]() ![]() ![]() ![]() ![]() | S. V. N. Vishwanathan, Karsten M. Borgwardt, Risi Imre Kondor, Nicol N. Schraudolph: Graph Kernels CoRR abs/0807.0093: (2008) |
2007 | ||
21 | ![]() ![]() ![]() ![]() ![]() ![]() | Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Approach to Comparing Distributions. AAAI 2007: 1637-1641 |
20 | ![]() ![]() ![]() ![]() ![]() ![]() | Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt: A dependence maximization view of clustering. ICML 2007: 815-822 |
19 | ![]() ![]() ![]() ![]() ![]() ![]() | Le Song, Alex J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo: Supervised feature selection via dependence estimation. ICML 2007: 823-830 |
18 | ![]() ![]() ![]() ![]() ![]() ![]() | Le Song, Justin Bedo, Karsten M. Borgwardt, Arthur Gretton, Alexander J. Smola: Gene selection via the BAHSIC family of algorithms. ISMB/ECCB (Supplement of Bioinformatics) 2007: 490-498 |
17 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Tobias Petri, S. V. N. Vishwanathan, Hans-Peter Kriegel: An Efficient Sampling Scheme For Comparison of Large Graphs. MLG 2007 |
16 | ![]() ![]() ![]() ![]() ![]() ![]() | Le Song, Alex J. Smola, Karsten M. Borgwardt, Arthur Gretton: Colored Maximum Variance Unfolding. NIPS 2007 |
15 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Hans-Peter Kriegel: Graph Kernels For Disease Outcome Prediction From Protein-Protein Interaction Networks. Pacific Symposium on Biocomputing 2007: 4-15 |
14 | ![]() ![]() ![]() ![]() ![]() ![]() | Le Song, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Justin Bedo: Supervised Feature Selection via Dependence Estimation CoRR abs/0704.2668: (2007) |
13 | ![]() ![]() ![]() ![]() ![]() ![]() | Hans-Peter Kriegel, Karsten M. Borgwardt, Peer Kröger, Alexey Pryakhin, Matthias Schubert, Arthur Zimek: Future trends in data mining. Data Min. Knowl. Discov. 15(1): 87-97 (2007) |
2006 | ||
12 | ![]() ![]() ![]() ![]() ![]() ![]() | Johannes Aßfalg, Karsten M. Borgwardt, Hans-Peter Kriegel: 3DString: a feature string kernel for 3D object classification on voxelized data. CIKM 2006: 198-207 |
11 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Hans-Peter Kriegel, Peter Wackersreuther: Pattern Mining in Frequent Dynamic Subgraphs. ICDM 2006: 818-822 |
10 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Arthur Gretton, Malte J. Rasch, Hans-Peter Kriegel, Bernhard Schölkopf, Alexander J. Smola: Integrating structured biological data by Kernel Maximum Mean Discrepancy. ISMB (Supplement of Bioinformatics) 2006: 49-57 |
9 | ![]() ![]() ![]() ![]() ![]() ![]() | S. V. N. Vishwanathan, Karsten M. Borgwardt, Nicol N. Schraudolph: Fast Computation of Graph Kernels. NIPS 2006: 1449-1456 |
8 | ![]() ![]() ![]() ![]() ![]() ![]() | Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Method for the Two-Sample-Problem. NIPS 2006: 513-520 |
7 | ![]() ![]() ![]() ![]() ![]() ![]() | Jiayuan Huang, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Bernhard Schölkopf: Correcting Sample Selection Bias by Unlabeled Data. NIPS 2006: 601-608 |
6 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, S. V. N. Vishwanathan, Hans-Peter Kriegel: Class Prediction from Time Series Gene Expression Profiles Using Dynamical Systems Kernels. Pacific Symposium on Biocomputing 2006: 547-558 |
5 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Sebastian Böttger, Hans-Peter Kriegel: VGM: visual graph mining. SIGMOD Conference 2006: 733-735 |
4 | ![]() ![]() ![]() ![]() ![]() ![]() | S. V. N. Vishwanathan, Karsten M. Borgwardt, Omri Guttman, Alexander J. Smola: Kernel extrapolation. Neurocomputing 69(7-9): 721-729 (2006) |
2005 | ||
3 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Omri Guttman, S. V. N. Vishwanathan, Alexander J. Smola: Joint Regularization. ESANN 2005: 455-460 |
2 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Hans-Peter Kriegel: Shortest-Path Kernels on Graphs. ICDM 2005: 74-81 |
1 | ![]() ![]() ![]() ![]() ![]() ![]() | Karsten M. Borgwardt, Cheng Soon Ong, Stefan Schönauer, S. V. N. Vishwanathan, Alexander J. Smola, Hans-Peter Kriegel: Protein function prediction via graph kernels. ISMB (Supplement of Bioinformatics) 2005: 47-56 |