Karsten M. Borgwardt

	2012
45		Theofanis Karaletsos, Oliver Stegle, Christine Dreyer, John M. Winn, Karsten M. Borgwardt: ShapePheno: unsupervised extraction of shape phenotypes from biological image collections. Bioinformatics 28(7): 1001-1008 (2012)
44		Arthur Gretton, Karsten M. Borgwardt, Malte J. Rasch, Bernhard Schölkopf, Alexander J. Smola: A Kernel Two-Sample Test. Journal of Machine Learning Research 13: 723-773 (2012)
	2011
43		Panagiotis Achlioptas, Bernhard Schölkopf, Karsten M. Borgwardt: Two-locus association mapping in subquadratic time. KDD 2011: 726-734
42		Oliver Stegle, Christoph Lippert, Joris M. Mooij, Neil D. Lawrence, Karsten M. Borgwardt: Efficient inference in matrix-variate Gaussian models with \iid observation noise. NIPS 2011: 630-638
41		Karsten M. Borgwardt: Kernel Methods in Bioinformatics. Handbook of Statistical Bioinformatics 2011: 317-334
40		Tony Kam-Thong, Benno Pütz, Nazanin Karbalai, Bertram Müller-Myhsok, Karsten M. Borgwardt: Epistasis detection on quantitative phenotypes by exhaustive enumeration using GPUs. Bioinformatics [ISMB/ECCB] 27(13): 214-221 (2011)
39		Limin Li, Barbara Rakitsch, Karsten M. Borgwardt: ccSVM: correcting Support Vector Machines for confounding factors in biological data classification. Bioinformatics [ISMB/ECCB] 27(13): 342-348 (2011)
38		Nino Shervashidze, Pascal Schweitzer, Erik Jan van Leeuwen, Kurt Mehlhorn, Karsten M. Borgwardt: Weisfeiler-Lehman Graph Kernels. Journal of Machine Learning Research 12: 2539-2561 (2011)
37		Hendrik Blockeel, Karsten M. Borgwardt, Luc De Raedt, Pedro Domingos, Kristian Kersting, Xifeng Yan: Guest editorial to the special issue on inductive logic programming, mining and learning in graphs and statistical relational learning. Machine Learning 83(2): 133-135 (2011)
	2010
36		Christoph Lippert, Zoubin Ghahramani, Karsten M. Borgwardt: Gene function prediction from synthetic lethality networks via ranking on demand. Bioinformatics 26(7): 912-918 (2010)
35		S. V. N. Vishwanathan, Nicol N. Schraudolph, Risi Imre Kondor, Karsten M. Borgwardt: Graph Kernels. Journal of Machine Learning Research 11: 1201-1242 (2010)
34		Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt: Discriminative frequent subgraph mining with optimality guarantees. Statistical Analysis and Data Mining 3(5): 302-318 (2010)
	2009
33		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
32		Risi Imre Kondor, Nino Shervashidze, Karsten M. Borgwardt: The graphlet spectrum. ICML 2009: 67
31		Nino Shervashidze, Karsten M. Borgwardt: Fast subtree kernels on graphs. NIPS 2009: 1660-1668
30		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
29		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
28		Karsten M. Borgwardt, Zoubin Ghahramani: Bayesian two-sample tests CoRR abs/0906.4032: (2009)
27		Christoph Lippert, Oliver Stegle, Zoubin Ghahramani, Karsten M. Borgwardt: A kernel method for unsupervised structured network inference. Journal of Machine Learning Research - Proceedings Track 5: 368-375 (2009)
26		Nino Shervashidze, S. V. N. Vishwanathan, Tobias Petri, Kurt Mehlhorn, Karsten M. Borgwardt: Efficient graphlet kernels for large graph comparison. Journal of Machine Learning Research - Proceedings Track 5: 488-495 (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

Coauthor Index

1	Panagiotis Achlioptas	[43]
2	Johannes Aßfalg	[12]
3	Justin Bedo	[14] [18] [19]
4	Hendrik Blockeel	[37]
5	Sebastian Böttger	[5]
6	Hong Cheng	[29] [34]
7	Katherine J. Denby	[30] [33]
8	Pedro Domingos	[37]
9	Christine Dreyer	[45]
10	Zoubin Ghahramani	[25] [27] [28] [30] [33] [36]
11	Arthur Gretton	[7] [8] [10] [14] [16] [18] [19] [20] [21] [23] [29] [34] [44]
12	Omri Guttman	[3] [4]
13	Jiawei Han	[29] [34]
14	Jiayuan Huang	[7]
15	Christian Hübler	[25]
16	Tony Kam-Thong	[40]
17	Theofanis Karaletsos	[45]
18	Nazanin Karbalai	[40]
19	Kristian Kersting	[37]
20	Risi Imre Kondor	[22] [24] [32] [35]
21	Hans-Peter Kriegel	[1] [2] [5] [6] [10] [11] [12] [13] [15] [17] [25] [29] [34]
22	Peer Kröger	[13]
23	Neil D. Lawrence	[42]
24	Erik Jan van Leeuwen	[38]
25	Limin Li	[39]
26	Christoph Lippert	[27] [36] [42]
27	Stuart McHattie	[33]
28	Andrew Meade	[33]
29	Kurt Mehlhorn	[26] [38]
30	Joris M. Mooij	[42]
31	Bertram Müller-Myhsok	[40]
32	Cheng Soon Ong	[1]
33	Tobias Petri	[17] [26]
34	Alexey Pryakhin	[13]
35	Benno Pütz	[40]
36	Luc De Raedt	[37]
37	Barbara Rakitsch	[39]
38	Malte J. Rasch	[8] [10] [21] [23] [44]
39	Bernhard Schölkopf	[7] [8] [10] [21] [23] [43] [44]
40	Stefan Schönauer	[1]
41	Nicol N. Schraudolph	[9] [22] [35]
42	Matthias Schubert	[13]
43	Pascal Schweitzer	[38]
44	Nino Shervashidze	[26] [31] [32] [38]
45	Alexander J. Smola (Alex J. Smola)	[1] [3] [4] [7] [8] [10] [14] [16] [18] [19] [20] [21] [23] [29] [34] [44]
46	Le Song	[14] [16] [18] [19] [20] [29] [34]
47	Oliver Stegle	[27] [30] [33] [42] [45]
48	Marisa Thoma	[29] [34]
49	S. V. N. Vishwanathan (Vishy Vishwanathan)	[1] [3] [4] [6] [9] [17] [22] [26] [35]
50	Peter Wackersreuther	[11]
51	David L. Wild	[30] [33]
52	John M. Winn	[45]
53	Xifeng Yan	[29] [34] [37]
54	Philip S. Yu	[29] [34]
55	Arthur Zimek	[13]

Colors in the list of coauthors

Last update Sun May 27 04:04:01 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page