Patrick Ferber

Patrick Ferber
Address:
Department of Mathematics and Computer Science
Spiegelgasse 5
CH - 4051 Basel, Switzerland
Room:
04.001
Email:
patrick.ferber@unibas.ch
Phone:
+41 61 207 05 35

In 2015 I received my bachelor degree in Computer Science at the University of Luxembourg. Afterward, I pursued my master studies at the Saarland University where I specialized on data mining and planning. During my master studies I worked with Dr. Jilles Vreeken on graph summarization using Information Theory. Since 2018 I am working on my PhD at the University of Basel supervised by Prof. Malte Helmert and Prof. Jörg Hoffmann

My research interests are planning, deep learning, and data mining. Currently, I am working on combining planning and neural networks.

Publications

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2019

  • Silvan Sievers, Michael Katz, Shirin Sohrabi, Horst Samulowitz and Patrick Ferber.
    Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection.
    In Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI 2019), pp. 7715-7723. 2019.
    (Show abstract) (PDF) (slides; PDF)

2018

  • Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen and Michael Katz.
    Adaptive Planner Scheduling with Graph Neural Networks.
    arXiv:1811.00210v2 [cs.AI]. 2018.
    (Show abstract) (PDF)