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All publications by Joachim Giesen
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Tracking Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains
Katharina Blechschmidt, Joachim Giesen and Soeren Laue
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Robust and Efficient Kernel Hyperparameter Paths with Guarantees
Joachim Giesen, Soeren Laue and Patrick Wieschollek
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Approximating Concavely Parameterized Optimization Problems
Joachim Giesen, Jens Mueller, Soeren Laue and Sascha Swiercy
Advances in Neural Information Processing Systems 25, 2012


Regularization Paths with Guarantees for Convex Semidefinite Optimization
Joachim Giesen, Martin Jaggi and Sören Laue
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics (AISTATS-12), 2012


Kernel Methods for Implicit Surface Modeling
Joachim Giesen, Simon Spalinger and Bernhard Schölkopf
Advances in Neural Information Processing Systems 17, 2004