Dr.-Ing. Patrick Philipp
Senior Expert
Werdegang
Dr. Patrick Philipp ist Senior Expert am FZI Forschungszentrum Informatik und verantwortet dort innerhalb des Forschungsbereichs IPE die ML-Aktivitäten. 2018 promovierte er am Karlsruher Institut für Technologie (KIT) summa cum laude zum Thema „Multi-Step Expert Advice for the Web“. Er arbeitet als Projektleiter und wissenschaftlicher Koordinator in zahlreichen deutschen und internationalen Forschungsprojekten sowie Industriekooperationen mit dem Ziel, jüngste Forschungsergebnisse in industrietaugliche Anwendungen zu überführen. Zu seinen derzeitigen Forschungsinteressen zählen Applied Reinforcement Learning, Interactive Machine Learning und Explainable Machine Learning. Patrick Philipp ist Autor wissenschaftlicher Publikationen sowie Gutachter auf zahlreichen internationalen Top-Konferenzen wie ICML, NeurIPS, IJCAI und AAAI.
Publikationen
Zeitungs- oder Zeitschriftenartikel (2)
- A Semantic Framework for Sequential Decision MakingDetails
Patrick Philipp and Maria Maleshkova and Achim Rettinger and Darko Katic, 2017
- Toward cognitive pipelines of medical assistance algorithmsDetails
Patrick Philipp and Maria Maleshkova and Darko Katic and Christian Weber and Michael Götz and Achim Rettinger and Stefanie Speidel and Benedikt Kämpgen and Marco Nolden and Anna-Laura Wekerle and Rüdiger Dillmann and Hannes K, 2016
Konferenzbeitrag (8)
- Relational schemata for distributed SPARQL query processingDetails
Victor Anthony Arrascue Ayala and Polina Koleva and Anas Alzogbi and Matteo Cossu and Michael Färber and Patrick Philipp and Guilherme Schievelbein and Io Taxidou and Georg Lausen, ACM, 2019
- Cooperative Web Agents by Combining Semantic Technologies with Reinforcement LearningDetails
Nicole Merkle and Patrick Philipp, ACM, 2019
- Reinforcement Learning for Multi-Step Expert AdviceDetails
Patrick Philipp and Achim Rettinger, ACM, 2017
- On Automating Decentralized Multi-Step Service CombinationDetails
Patrick Philipp and Achim Rettinger and Maria Maleshkova, IEEE, 2017
- Cognitive tools pipeline for assistance of mitral valve surgeryDetails
Nicolai Schoch and Patrick Philipp and Tobias Weller and Sandy Engelhardt and Mykola Volovyk and Andreas Fetzer and Marco Nolden and Raffaele De Simone and Ivo Wolf and Maria Maleshkova and Achim Rettinger and Rudi Studer and, SPIE, 2016
- Context-Aware Entity Disambiguation in Text Using Markov ChainsDetails
Lei Zhang and Achim Rettinger and Patrick Philipp, IEEE Computer Society, 2016
- A Semantic Framework for Sequential Decision MakingDetails
Patrick Philipp and Maria Maleshkova and Achim Rettinger and Darko Katic, Springer, 2015
- Using Linked Data and Web APIs for Automating the Pre-processing of Medical ImagesDetails
Philipp Gemmeke and Maria Maleshkova and Patrick Philipp and Michael Götz and Christian Weber and Benedikt Kämpgen and Marco Nolden and Klaus H. Maier-Hein and Achim Rettinger, CEUR-WS.org, 2014
Thesis (1)
- Decision-Making with Multi-Step Expert Advice on the WebDetails
Patrick Philipp, 2019
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Kontakt
Telefon: +49 721 9654-819
E-Mail: philipp@fzi.de- A Semantic Framework for Sequential Decision MakingDetails