Search Machine Learning Repository:
All publications by Soeren Laue
authors venues years



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


A Hybrid Algorithm for Convex Semidefinite Optimization
Soeren Laue
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012