Martin Ritzert Copyright: © Valentin Bister



Martin Ritzert

Computer Science Departement, RTG UnRAVeL

Former associate doctoral researcher


Department of Computer Science
Erweiterungsbau 3, Room 9218
Ahornstrasse 55
52074 Aachen

Dissertation project
Learning on Graphs with Logic and Neural Networks​
Prizes and Awards
Published Paper: "Learning definable hypotheses on trees"
Published Paper : Weisfeiler and Leman Go Neural: Higher order Graph Neural Networks
Bi-Weekly Talk: Martin Ritzert: Maximum Constraint Satisfaction with Unsupervised Neural Networks

Publications related to UnRAVeL

Source Author(s)
[Contribution to a book, Contribution to a conference proceedings]
The Effects of Randomness on the Stability of Node Embeddings
In: Machine learning and principles and practice of knowledge discovery in databases : International Workshops of ECML PKDD 2021, virtual event, September 13-17, 2021, proceedings / Michael Kamp, Irena Koprinska, Adrien Bibal, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova et al. (eds.). - Part 1, 197-215, 2021
[DOI: 10.1007/978-3-030-93736-2_16]
Schumacher, Tobias
Wolf, Hinrikus (Corresponding author)
Ritzert, Martin
Lemmerich, Florian
Grohe, Martin
et al.
[Dissertation / PhD Thesis]
Learning on graphs with logic and neural networks, 2021
[DOI: 10.18154/RWTH-2021-09549]
Ritzert, Martin
[Journal Article]
Graph Neural Networks for Maximum Constraint Satisfaction
In: Frontiers in artificial intelligence, 3, 580607, 2021
[DOI: 10.3389/frai.2020.580607]
Tönshoff, Jan Martin (Corresponding author)
Ritzert, Martin
Wolf, Hinrikus
Grohe, Martin
The Effects of Randomness on the Stability of Node Embeddings, 2020
Schumacher, Tobias
Wolf, Hinrikus
Ritzert, Martin
Lemmerich, Florian
Bachmann, Jan
et al.
UnRAVeL Research Training Group : Uncertainty and Randomness in Algorithms, Verification, and Logic, 2020
Katoen, Joost-Pieter
Ritzert, Martin
Wilke, Richard Marlon
Dannert, Katrin M.
Lindner, Peter
et al.
[Contribution to a book, Contribution to a conference proceedings]
Learning Definable Hypotheses on Trees
In: 22nd International Conference on Database Theory (ICDT 2019) / Herausgeber: Pablo Barcelo, Marco Calautti, 24, 18 Seiten, 2019
[DOI: 10.4230/LIPICS.ICDT.2019.24]
Ritzert, Martin (Corresponding author)
Grienenberger, Emilie (Corresponding author)
[Contribution to a book, Contribution to a conference proceedings]
Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks
In: The Thirty-Third AAAI Conference on Artificial Intelligence, the Thirty-First Innovative Applications of Artificial Intelligence Conference, the Ninth AAAI Symposium on Educational Advances in Artificial Intelligence : Honolulu, Hawaii USA - January 27-February 1, 2019 / sponsored by the Association for the Advancement of Artificial Intelligence, 4602-4609, 2019
[DOI: 10.1609/aaai.v33i01.33014602]
Morris, Christopher (Corresponding author)
Ritzert, Martin (Corresponding author)
Fey, Matthias (Corresponding author)
Hamilton, William L. (Corresponding author)
Lenssen, Jan Eric (Corresponding author)
et al.
[Contribution to a book, Contribution to a conference proceedings]
Learning MSO-definable hypotheses on strings
In: [International Conference on Algorithmic Learning Theory, ALT 2017, 2017-10-15 - 2017-10-17, Kyoto, Japan], 434-451, 2017
Grohe, Martin (Corresponding author)
Löding, Christof (Corresponding author)
Ritzert, Martin (Corresponding author)