Phone, Fax, Email:

Phone:	05121 / 883-40378
Fax:	05121 / 883-40361
e-mail:

Data sets

• Dataset2Vec

Publications:

• Ekrem Oeztuerk, Fabio Ferreira, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka, Frank Hutter (2022):
  Zero-Shot AutoML with Pretrained Models, in Proceedings of the 39 th International Conference on Machine Learning.
• Shayan Jawed, Hadi S. Jomaa, Lars Schmidt-Thieme, Josif Grabocka (2021):
  Multi-task Learning Curve Forecasting Across Hyperparameter Configurations and Datasets, in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2021).
• Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme (2021):
  Dataset2Vec: Learning Dataset Meta-Features, in Data Mining and Knowledge Discovery Journal (The final publication is available at link.springer.com ). https://github.com/hadijomaa/dataset2vec .
• Shereen Elsayed, Daniela Thyssens, Shabanaz Chamurally, Arslan Tariq, Hadi S. Jomaa (2020):
  Exploring the influence of data aggregation in parking prediction, in International Conference on Database and Expert Systems Applications (DEXA workshop 2020).
• Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme (2019):
  In Hindsight: A Smooth Reward for Steady Exploration, in arXiv preprint arXiv:1906.09781 (2019).
• Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme (2019):
  Hyp-RL: Hyperparameter Optimization by Reinforcement Learning, in arXiv preprint arXiv:1906.11527 (2019).
• Hadi S. Jomaa, Josif Grabocka, Lars Schmidt-Thieme (2019):
  A Hybrid Convolutional Approach for Parking Availability Prediction, in International Conference on Convolutional Neural Networks (IJCNN2019) .