Martin Ritzert © Valentin Bister

Person

Dr.

Martin Ritzert

Former associate doctoral researcher

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Computer Science Departement, RTG UnRAVeL

Address

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
Talks
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, Part I / edited by Michael Kamp, Irena Koprinska, Adrien Bibal [u.a.], 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
[Preprint]
The Effects of Randomness on the Stability of Node Embeddings, 2020
Schumacher, Tobias
Wolf, Hinrikus
Ritzert, Martin
Lemmerich, Florian
Bachmann, Jan
et al.
[Report]
UnRAVeL Research Training Group : Uncertainty and Randomness in Algorithms, Verification, and Logic, 2020
Katoen, Joost-Pieter
Ritzert, Martin
Wilke, Richard
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)