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All publications by Nicole Krämer
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Optimal learning rates for Kernel Conjugate Gradient regression
Gilles Blanchard and Nicole Krämer
Advances in Neural Information Processing Systems 23, 2010


Kernel Partial Least Squares is Universally Consistent
Gilles Blanchard and Nicole Krämer
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


Lanczos Approximations for the Speedup of Kernel Partial Least Squares Regression
Nicole Krämer, Masashi Sugiyama and Mikio L. Braun
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics (AISTATS-09), 2009


Kernelizing PLS, degrees of freedom, and efficient model selection
Nicole Krämer and Mikio L. Braun
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007