Mitterreiter, Matthias

7 publications

AAAI 2023 Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption Matthias Mitterreiter, Marcel Koch, Joachim Giesen, Sören Laue

IJCAI 2021 Method of Moments for Topic Models with Mixed Discrete and Continuous Features Joachim Giesen, Paul Kahlmeyer, Sören Laue, Matthias Mitterreiter, Frank Nussbaum, Christoph Staudt, Sina Zarrieß

AAAI 2020 A Simple and Efficient Tensor Calculus Sören Laue, Matthias Mitterreiter, Joachim Giesen

AAAI 2020 GENO - Optimization for Classical Machine Learning Made Fast and Easy Sören Laue, Matthias Mitterreiter, Joachim Giesen

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

ECML-PKDD 2019 MatrixCalculus.org - Computing Derivatives of Matrix and Tensor Expressions Sören Laue, Matthias Mitterreiter, Joachim Giesen

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