Michael Kamp

Michael Kamp Email and Phone Number

Research Group Lead "Trustworthy Machine Learning" of IKIM @ Ruhr-Uni Bochum @ Carenostics
Michael Kamp's Location
Saarbrücken, Saarland, Germany, Germany
About Michael Kamp

I am leader of the research group Trustworthy Machine Learning at the Institut für KI in der Medizin (IKIM), located at the Ruhr-University Bochum. In 2021 I was a postdoctoral researcher at the CISPA Helmholtz Center for Information Security in the Exploratory Data Analysis group of Jilles Vreeken. From 2019 to 2021 I was a postdoctoral research fellow at Monash University, where I am still an affiliated researcher. From 2011 to 2019 I was a data scientist at Fraunhofer IAIS, where I lead Fraunhofer’s part in the EU project DiSIEM, managing a small research team. Moreover, I was a project-specific consultant and researcher, e.g., for Volkswagen, DHL, and Hussel, and I designed and gave industrial trainings. Since 2014 I was simultaneously a doctoral researcher at the University of Bonn, teaching graduate labs and seminars, and supervising Master’s and Bachelor’s theses. Before that, I worked for 10 years as a software developer.

Michael Kamp's Current Company Details
Carenostics

Carenostics

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Research Group Lead "Trustworthy Machine Learning" of IKIM @ Ruhr-Uni Bochum
Michael Kamp Work Experience Details
  • Carenostics
    Principal Data Scientist
    Carenostics May 2022 - Present
  • Ikim - Institut Für Künstliche Intelligenz In Der Medizin
    Research Group Leader
    Ikim - Institut Für Künstliche Intelligenz In Der Medizin Nov 2021 - Present
    Ruhr-Universität Bochum
    My research group Trustworthy Machine Learning works on theoretically sound (federated) machine learning for healthcare as part of the Institute for AI in Medicine (IKIM), located at the Ruhr-University Bochum.
  • Monash Data Futures Institute
    Adjunct Research Fellow
    Monash Data Futures Institute May 2021 - Present
    Australien
  • Monash Data Futures Institute
    Postdoctoral Researcher
    Monash Data Futures Institute Aug 2020 - May 2021
    Australien
  • Monash University
    Adjunct Research Fellow
    Monash University May 2021 - Present
    Australien
  • Monash University
    Postdoctoral Research Fellow
    Monash University Oct 2019 - May 2021
    Melbourne Und Umgebung, Australien
    Post-doctoral research fellow in the Data Science & Machine Learning group, including teachingresponsibilities. Areas of research include:- distributed, decentralized, and federated machine learning;- interpretability and explainability of machine learning;- learning theoretic guarantees for deep learning.
  • Cispa Helmholtz Center For Information Security
    Postdoctoral Research Fellow
    Cispa Helmholtz Center For Information Security May 2021 - Oct 2021
    Stadtverband Saarbrücken, Saarland, Deutschland
    Postdoctoral research fellow in the Exploratory Data Analysis group of Prof. Jilles Vreeken, working on trustworthy federated learning, federated causal discovery, the theory of deep learning, and interpretable AI.
  • Bonn University
    Doctoral Researcher
    Bonn University Aug 2016 - Sep 2019
    Bonn
    Researcher in the group Knowledge Discovery and Machine Learning (part of the Chair of IntelligentAnalysis and Information Systems of Prof. Stefan Wrobel).Areas of research include:- computational complexity of parallelizations for convex optimization / machine learning;- ligand affinity prediction for automatic drug discovery;- co-regularization techniques for semi-supervised learning.
  • Fraunhofer Iais
    Data Scientist
    Fraunhofer Iais Sep 2011 - Aug 2019
    Schloss Birlinghoven
    Data scientist and consultant in the department Knowledge Discovery. Activities include:- project lead of Fraunhofers part in the EU project DiSIEM;- consultant for industry costumers, e.g., Volkswagen (collaborative training for autonomous driving), DHL (package quanitity prediction), and Hussel (location study);- research in EU funded projects, e.g., LIFT, FERARI;- lecturer for industrial training courses.
  • Fraunhofer Iais
    Student Assistant
    Fraunhofer Iais Sep 2010 - Aug 2011
    Schloss Birlinghoven
    Writing of diploma thesis in computer science: Automatic Detection of Anomalous Stock Market States Using Local Inference. (1.0)
  • Arvato Systems S4M Gmbh
    Student Assistant
    Arvato Systems S4M Gmbh Jan 2002 - Aug 2010
    Coloneum
    Software Developer. Activities include the development for a television rights and contracts management software and development and maintenance of an automated test suite.

Michael Kamp Education Details

Frequently Asked Questions about Michael Kamp

What company does Michael Kamp work for?

Michael Kamp works for Carenostics

What is Michael Kamp's role at the current company?

Michael Kamp's current role is Research Group Lead "Trustworthy Machine Learning" of IKIM @ Ruhr-Uni Bochum.

What schools did Michael Kamp attend?

Michael Kamp attended Rheinische Friedrich-Wilhelms-Universität Bonn, Rheinische Friedrich-Wilhelms-Universität Bonn, Ernst-Moritz-Arndt-Gymnasium Bonn.

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