Pick a spot on the map, and gradient descent rolls downhill.

Luke Friedrichs

Computer science master’s student in Paderborn, researching knowledge graphs at DICE.

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Paderborn University⁠

Universityuni-paderborn.de

student
Luke Friedrichs
has part
Computer Science
located in
Paderborn

Computer science in Paderborn

Degree
Master of Science
Research group
DICE Research Group:dice
Department
Computer Science:cs
Faculty
Computer Science, Electrical Engineering and Mathematics
University
Paderborn University:upb

Machine learning for the structure behind the data.

Publications

All on Google Scholar

  1. 2025

    Neural Reasoning for Robust Instance Retrieval in SHOIQ

    L. M. Kamdem Teyou, L. Friedrichs, N. J. Kouagou, C. Demir, et al.

    K-CAPLouis Mozart Kamdem TeyouN'Dah Jean KouagouCaglar DemirYasir MahmoodStefan HeindorfAxel-Cyrille Ngonga NgomoLuke Friedrichs
  2. 2025

    OWLAPY: A Pythonic Framework for OWL Ontology Engineering

    A. Baci, L. Friedrichs, C. Demir, A.-C. Ngonga Ngomo

    arXiv preprintAlkid BaciCaglar DemirAxel-Cyrille Ngonga NgomoLuke Friedrichs

Open-source work

Frameworks from the DICE group that I contribute to.

  • OWLAPY⁠

    Python librarygithub.com

    Ontology engineering in Python.

  • DICE Embeddings⁠

    Python librarygithub.com

    Knowledge graph embeddings at any scale, 30+ models.

  • Ontolearn⁠

    Python librarygithub.com

    Learning OWL class expressions from examples.

  • OntoSource⁠

    Web platformgithub.com

    Ontology editing and reasoning in the browser.

Get in touch

Portrait of Luke Friedrichs

Write an email, call, or find me on LinkedIn.