Laue, Soeren

6 publications

NeurIPS 2019 GENO -- GENeric Optimization for Classical Machine Learning Soeren Laue, Matthias Mitterreiter, Joachim Giesen

NeurIPS 2018 Computing Higher Order Derivatives of Matrix and Tensor Expressions Soeren Laue, Matthias Mitterreiter, Joachim Giesen

ICML 2015 Tracking Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains Katharina Blechschmidt, Joachim Giesen, Soeren Laue

ICML 2014 Robust and Efficient Kernel Hyperparameter Paths with Guarantees Joachim Giesen, Soeren Laue, Patrick Wieschollek

NeurIPS 2012 Approximating Concavely Parameterized Optimization Problems Joachim Giesen, Jens Mueller, Soeren Laue, Sascha Swiercy

AISTATS 2012 Regularization Paths with Guarantees for Convex Semidefinite Optimization Joachim Giesen, Martin Jaggi, Soeren Laue