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All publications by Karsten Borgwardt
authors venues years



Halting in Random Walk Kernels
Mahito Sugiyama and Karsten Borgwardt
Advances in Neural Information Processing Systems 28, 2015


Scalable kernels for graphs with continuous attributes
Aasa Feragen, Niklas Kasenburg, Jens Petersen, Marleen D. Bruijne and Karsten Borgwardt
Advances in Neural Information Processing Systems 26, 2013


Rapid Distance-Based Outlier Detection via Sampling
Mahito Sugiyama and Karsten Borgwardt
Advances in Neural Information Processing Systems 26, 2013


It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals
Barbara Rakitsch, Christoph Lippert, Karsten Borgwardt and Oliver Stegle
Advances in Neural Information Processing Systems 26, 2013