Katharina Morik
Technische Universität Dortmund
H-index: 38
Europe-Germany
Top articles of Katharina Morik
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards more sustainable and trustworthy reporting in machine learning | Data Mining and Knowledge Discovery | Raphael Fischer Thomas Liebig Katharina Morik | 2024/4/30 |
Energy efficiency considerations for popular ai benchmarks | arXiv preprint arXiv:2304.08359 | Raphael Fischer Matthias Jakobs Katharina Morik | 2023/4/17 |
Machine Learning under Resource Constraints | Katharina Morik Peter Marwedel | 2023 | |
Lessons learned from the 1st Ariel Machine Learning Challenge: Correcting transiting exoplanet light curves for stellar spots | RAS Techniques and Instruments | Nikolaos Nikolaou Ingo P Waldmann Angelos Tsiaras Mario Morvan Billy Edwards | 2023/1 |
Fast inference of tree ensembles on arm devices | arXiv preprint arXiv:2305.08579 | Simon Koschel Sebastian Buschjäger Claudio Lucchese Katharina Morik | 2023/5/15 |
Joint leaf-refinement and ensemble pruning through regularization | Data Mining and Knowledge Discovery | Sebastian Buschjäger Katharina Morik | 2023/5 |
Explainable online ensemble of deep neural network pruning for time series forecasting | Machine Learning | Amal Saadallah Matthias Jakobs Katharina Morik | 2022/9 |
Efficient realization of decision trees for real-time inference | ACM transactions on embedded computing systems | Kuan-Hsun Chen Chiahui Su Christian Hakert Sebastian Buschjäger Chao-Lin Lee | 2022/10/18 |
Certifiable Active Class Selection in Multi-Class Classification | Katharina Morik | 2022 | |
Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles | arXiv preprint arXiv:2209.00446 | Lukas Pfahler Katharina Morik | 2022/8/22 |
Yes we care!-certification for machine learning methods through the care label framework | Frontiers in Artificial Intelligence | Katharina J Morik Helena Kotthaus Raphael Fischer Sascha Mücke Matthias Jakobs | 2022/9/21 |
Explainable predictive quality inspection using deep learning in electronics manufacturing | Procedia CIRP | Amal Saadallah Jan Büscher Omar Abdulaaty Thorben Panusch Jochen Deuse | 2022/1/1 |
Shrub ensembles for online classification | Proceedings of the AAAI Conference on Artificial Intelligence | Sebastian Buschjäger Sibylle Hess Katharina J Morik | 2022/6/28 |
A unified framework for assessing energy efficiency of machine learning | Raphael Fischer Matthias Jakobs Sascha Mücke Katharina Morik | 2022/9/19 | |
Early quality prediction using deep learning on time series sensor data | Procedia CIRP | Amal Saadallah Omar Abdulaaty Jan Büscher Thorben Panusch Katharina Morik | 2022/1/1 |
Simulation and sensor data fusion for machine learning application | Advanced Engineering Informatics | Amal Saadallah Felix Finkeldey Jens Buß Katharina Morik Petra Wiederkehr | 2022/4/1 |
Online adaptive multivariate time series forecasting | Amal Saadallah Hanna Mykula Katharina Morik | 2022/9/19 | |
Applications | Alfred J Meixner Monika Fleischer Dieter P Kern Evgeniya Sheremet Norman McMillan | 2022/12/31 | |
Reliable binarized neural networks on unreliable beyond von-neumann architecture | IEEE Transactions on Circuits and Systems I: Regular Papers | Mikail Yayla Simon Thomann Sebastian Buschjäger Katharina Morik Jian-Jia Chen | 2022/3/10 |
Fooling perturbation-based explainability methods | Rahel Wilking Matthias Jakobs Katharina Morik | 2022/9/19 |
Co-Authors
