Contact UsSenior Software Engineer
Group Involvement, NEC Laboratories Europe
Human-Centric AI
Research Interests
- Automated Machine Learning
- Timeseries Forecasting
- Audio/Video Analysis
Publications
- Mischa Schmidt, Julia Gastinger, Sebastien Nicolas, Anett Schülke: HAMLET - A Learning Curve-Enabled Multi-Armed Bandit for Algorithm Selection. IJCNN, 2020; DBLP: https://dblp.org/rec/journals/corr/abs-2001-11261
- Schmidt, M., Safarani, S., Gastinger, J., Jacobs, T., Nicolas, S., & Schülke, A. (2019, July). On the Performance of Differential Evolution for Hyperparameter Tuning. In 2019 International Joint Conference on Neural Networks (IJCNN 2019) (pp. 1-8). IEEE.
- Singh, P., Jacobs, T., Nicolas, S., & Schmidt, M. (2019). A study of the learning progress in neural architecture search techniques. arXiv preprint arXiv:1906.07590.
- Jacobs, T., Nicolas, S., Noh, T. G., Schuelke, A., Auer, H., Schwabeneder, D., ... & Terreros, O. (2018). Case Studies of Energy Grid Hybridization in a Northern European City. IEEE Transactions on Sustainable Energy, 10(3), 1362-1369.
- Widl, E., Jacobs, T., Schwabeneder, D., Nicolas, S., Basciotti, D., Henein, S., ... & Auer, H. (2018). Studying the potential of multi-carrier energy distribution grids: A holistic approach. Energy, 153, 519-529.