On the performance of differential evolution for hyperparameter tuning M Schmidt, S Safarani, J Gastinger, T Jacobs, S Nicolas, A Schülke 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 29 | 2019 |
A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning J Gastinger, S Nicolas, D Stepić, M Schmidt, A Schülke 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 21 | 2021 |
Human-Centric Research for NLP: Towards a Definition and Guiding Questions B Kotnis, K Gashteovski, J Gastinger, G Serra, F Alesiani, T Sztyler, ... arXiv preprint arXiv:2207.04447, 2022 | 4 | 2022 |
Pose Estimation and Tracking Control of a Pneumatic Soft Robotic Hand J Gastinger, D Mueller, A Hildebrandt, O Sawodny IFAC-PapersOnLine 53 (2), 9962-9967, 2020 | 4 | 2020 |
Comparing Apples and Oranges? On the Evaluation of Methods for Temporal Knowledge Graph Forecasting J Gastinger, T Sztyler, L Sharma, A Schuelke, H Stuckenschmidt Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023 | 3 | 2023 |
Prock: machine learning for knowledge-intensive processes T Jacobs, J Yu, J Gastinger, T Sztyler Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 3 | 2022 |
On the Evaluation of Methods for Temporal Knowledge Graph Forecasting J Gastinger, T Sztyler, L Sharma, A Schuelke NeurIPS 2022 Temporal Graph Learning Workshop, 2022 | 3 | 2022 |
HAMLET-A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection M Schmidt, J Gastinger, S Nicolas, A Schülke 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 3 | 2020 |
Meta-automated machine learning with improved multi-armed bandit algorithm for selecting and tuning a machine learning algorithm M Schmidt, J Gastinger US Patent 11,645,572, 2023 | 2 | 2023 |
Dynamic Representations of Global Crises: Creation And Analysis of a Temporal Knowledge Graph For Conflicts, Trade and Value Networks J Gastinger, N Steinert, S Gründer-Fahrer, M Martin Second International Workshop on Linked Data-driven Resilience Research …, 2023 | 1 | 2023 |
Semantic graphing of heterogeneous documents for automated decision making and resource allocation using reinforcement learning T Jacobs, J Gastinger US Patent App. 17/718,442, 2023 | | 2023 |
Meta-automated machine learning with improved multi-armed bandit algorithm for selecting and tuning a machine learning algorithm M Schmidt, J Gastinger US Patent App. 18/186,307, 2023 | | 2023 |