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A Kernel Two-Sample Test
- A. Gretton, K. Borgwardt, M. Rasch, B. Schölkopf, Alex Smola
- Mathematics, Computer ScienceJ. Mach. Learn. Res.
- 1 March 2012
TLDR
A Kernel Method for the Two-Sample-Problem
- A. Gretton, K. Borgwardt, M. Rasch, B. Schölkopf, Alex Smola
- Mathematics, Computer ScienceNIPS
- 4 December 2006
TLDR
Weisfeiler-Lehman Graph Kernels
- N. Shervashidze, Pascal Schweitzer, E. J. V. Leeuwen, K. Mehlhorn, K. Borgwardt
- Computer Science, MathematicsJ. Mach. Learn. Res.
- 1 February 2011
TLDR
Correcting Sample Selection Bias by Unlabeled Data
- Jiayuan Huang, Alex Smola, A. Gretton, K. Borgwardt, B. Schölkopf
- Computer Science, MathematicsNIPS
- 4 December 2006
TLDR
Integrating structured biological data by Kernel Maximum Mean Discrepancy
- K. Borgwardt, A. Gretton, M. Rasch, H. Kriegel, B. Schölkopf, Alex Smola
- Computer ScienceISMB
- 10 July 2006
TLDR
Protein function prediction via graph kernels
- K. Borgwardt, Cheng Soon Ong, Stefan Schönauer, S. Vishwanathan, Alex Smola, H. Kriegel
- Computer ScienceISMB
- 2005
TLDR
Efficient graphlet kernels for large graph comparison
- N. Shervashidze, S. Vishwanathan, T. Petri, K. Mehlhorn, K. Borgwardt
- Computer ScienceAISTATS
- 15 April 2009
TLDR
Shortest-path kernels on graphs
- K. Borgwardt, H. Kriegel
- Computer ScienceFifth IEEE International Conference on Data…
- 27 November 2005
TLDR
Whole-genome sequencing of multiple Arabidopsis thaliana populations
- Jun Cao, K. Schneeberger, D. Weigel
- Biology, Environmental ScienceNature Genetics
- 1 October 2011
TLDR
Covariate Shift by Kernel Mean Matching
- A. Gretton, Alex Smola, Neil D. Lawrence
- EconomicsNIPS
- 1 February 2009
This chapter contains sections titled: Introduction, Sample Reweighting, Distribution Matching, Risk Estimates, The Connection to Single Class Support Vector Machines, Experiments, Conclusion,…
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