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NEC Laboratories Europe

People
Julia Gastinger

Research Scientist

Group Involvement, NEC Laboratories Europe

AI Innovation Group
Data Science and Platform Division

Research Interests

GraphAI, Temporal Graphs
Automated Machine Learning
Machine Learning

Publications

  • Julia Gastinger, SĂ©bastien Nicolas, Dusica Stepić, Mischa Schmidt, Anett SchĂĽlke: A study on Ensemble Learning for Time Series Forecasting and the need for Meta-Learning. IJCNN, 2021; https://arxiv.org/abs/2104.11475
  • 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; https://www.sciencedirect.com/science/article/pii/S2405896320334753
  • Mischa Schmidt, Julia Gastinger, Sebastien Nicolas, Anett SchĂĽlke: HAMLET - A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection. IJCNN, 2020; DBLP: https://dblp.org/rec/journals/corr/abs-2001-11261
  • Mischa Schmidt, Shahd Safarani, Julia Gastinger, Tobias Jacobs, Sebastien Nicolas, Anett SchĂĽlke: On the Performance of Differential Evolution for Hyperparameter Tuning. IJCNN, 2019; DBLP: https://dblp.org/rec/conf/ijcnn/SchmidtSGJNS19

Connections

LinkedIn:     www.linkedin.com/in/julia-gastinger-a6ab0b177/

 

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