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NEC Laboratories Europe

Julia Gastinger

Research Associate

Group Involvement, NEC Laboratories Europe

AI Innovation Research Group
Data Science and Platform Division

Research Interests

GraphAI, Temporal Graphs
Automated Machine Learning
Machine Learning


  • Julia Gastinger, Sébastien Nicolas, Dusica Stepić, Mischa Schmidt, Anett Schülke: A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning. IJCNN, 2021;
  • Julia Gastinger, Daniel Mueller, Alexander Hildebrandt, Oliver Sawodny: Pose Estimation and Tracking Control of a Pneumatic Soft Robotic Hand. IFAC-PapersOnLine 53 (2), 9962-9967, 2020;
  • Mischa Schmidt, Julia Gastinger, Sebastien Nicolas, Anett Schülke: HAMLET - A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection. IJCNN, 2020; DBLP:
  • Mischa Schmidt, Shahd Safarani, Julia Gastinger, Tobias Jacobs, Sebastien Nicolas, Anett Schülke: On the Performance of Differential Evolution for Hyperparameter Tuning. IJCNN, 2019; DBLP:




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