Person

Dr.

Martin Ritzert

Ehem. assoziierter Promotionsstudent

Martin Ritzert Urheberrecht: © Valentin Bister

Adresse

 
Promotionsprojekt
Learning on Graphs with Logic and Neural Networks​
Preise und Auszeichnungen
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

 

Publikationen im Rahmen von UnRAVeL

Quelle Autor(en)
[Buchbeitrag, Beitrag zu einem Tagungsband]
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, Tassadit Bouadi, Benoît Frénay, Luis Galárraga, José Oramas, Linara Adilova, Yamuna Krishnamurthy, Bo Kang, Christine Largeron, Jefrey Lijffijt, Tiphaine Viard, Pascal Welke, Massimiliano Ruocco, Erlend Aune, Claudio Gallicchio, Gregor Schiele, Franz Pernkopf, Michaela Blott, Holger Fröning, Günther Schindler, Riccardo Guidotti, Anna Monreale, Salvatore Rinzivillo, Przemyslaw Biecek, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Christopher Buckley, Daniela Cialfi, Pablo Lanillos, Maxwell Ramstead, Tim Verbelen, Pedro M. Ferreira, Giuseppina Andresini, Donato Malerba, Ibéria Medeiros, Philippe Fournier-Viger, M. Saqib Nawaz, Sebastian Ventura, Meng Sun, Min Zhou, Valerio Bitetta, Ilaria Bordino, Andrea Ferretti, Francesco Gullo, Giovanni Ponti, Lorenzo Severini, Rita Ribeiro, João Gama, Ricard Gavaldà, Lee Cooper, Naghmeh Ghazaleh, Jonas Richiardi, Damian Roqueiro, Diego Saldana Miranda, Konstantinos Sechidis, Guilherme Graça, 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.
[Doktorarbeit]
Learning on graphs with logic and neural networks, 2021
[DOI: 10.18154/RWTH-2021-09549]
Ritzert, Martin
[Fachzeitschriftenartikel]
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.
[Bericht]
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.
[Buchbeitrag, Beitrag zu einem Tagungsband]
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)
[Buchbeitrag, Beitrag zu einem Tagungsband]
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.
[Buchbeitrag, Beitrag zu einem Tagungsband]
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)