Martin Ritzert

31 papers A* 6A 1B 2Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2025 B conf
Boosting, Voting Classifiers and Randomized Sample Compression Schemes.
ALT
Arthur da Cunha, Kasper Green Larsen, Martin Ritzert
2025 J jnl
DISCO: Internal Evaluation of Density-Based Clustering.
CoRR
Anna Beer, Lena Krieger, Pascal Weber, Martin Ritzert, Ira Assent, Claudia Plant
2025 J jnl
Hierarchical clustering with maximum density paths and mixture models.
CoRR
Martin Ritzert, Polina Turishcheva, Laura Hansel, Paul Wollenhaupt, Marissa A. Weis, Alexander S. Ecker
2024 J jnl
Boosting, Voting Classifiers and Randomized Sample Compression Schemes.
CoRR
Arthur da Cunha, Kasper Green Larsen, Martin Ritzert
2024 J jnl
Distinguished In Uniform: Self Attention Vs. Virtual Nodes.
CoRR
Eran Rosenbluth, Jan Tönshoff, Martin Ritzert, Berke Kisin, Martin Grohe
2024 A* conf
Distinguished In Uniform: Self-Attention Vs. Virtual Nodes.
ICLR
Eran Rosenbluth, Jan Tönshoff, Martin Ritzert, Berke Kisin, Martin Grohe
2024 J jnl
MNIST-Nd: a set of naturalistic datasets to benchmark clustering across dimensions.
CoRR
Polina Turishcheva, Laura Hansel, Martin Ritzert, Marissa A. Weis, Alexander S. Ecker
2024 J jnl
Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark.
Trans. Mach. Learn. Res.
Jan Tönshoff, Martin Ritzert, Eran Rosenbluth, Martin Grohe
2023 A* conf
AdaBoost is not an Optimal Weak to Strong Learner.
ICML
Mikael Møller Høgsgaard, Kasper Green Larsen, Martin Ritzert
2023 J jnl
AdaBoost is not an Optimal Weak to Strong Learner.
CoRR
Mikael Møller Høgsgaard, Kasper Green Larsen, Martin Ritzert
2023 J jnl
Walking Out of the Weisfeiler Leman Hierarchy: Graph Learning Beyond Message Passing.
Trans. Mach. Learn. Res.
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe
2023 J jnl
Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark.
CoRR
Jan Tönshoff, Martin Ritzert, Eran Rosenbluth, Martin Grohe
2022 J jnl
Graph Machine Learning for Design of High-Octane Fuels.
CoRR
Jan G. Rittig, Martin Ritzert, Artur M. Schweidtmann, Stefanie Winkler, Jana M. Weber, Philipp Morsch, K. Alexander Heufer, Martin Grohe, Alexander Mitsos, Manuel Dahmen
2022 A* conf
On the Parameterized Complexity of Learning First-Order Logic.
PODS
Steffen van Bergerem, Martin Grohe, Martin Ritzert
2022 A* conf
Optimal Weak to Strong Learning.
NeurIPS
Kasper Green Larsen, Martin Ritzert
2022 J jnl
Optimal Weak to Strong Learning.
CoRR
Kasper Green Larsen, Martin Ritzert
2021 J jnl
Graph Learning with 1D Convolutions on Random Walks.
CoRR
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe
2021 — —
Learning on graphs with logic and neural networks.
Martin Ritzert
2021 J jnl
On the Parameterized Complexity of Learning Logic.
CoRR
Steffen van Bergerem, Martin Grohe, Martin Ritzert
2021 — conf
The Effects of Randomness on the Stability of Node Embeddings.
PKDD/ECML Workshops (1)
Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Martin Grohe, Markus Strohmaier
2020 J jnl
Graph Neural Networks for Maximum Constraint Satisfaction.
Frontiers Artif. Intell.
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe
2020 J jnl
The Effects of Randomness on the Stability of Node Embeddings.
CoRR
Tobias Schumacher, Hinrikus Wolf, Martin Ritzert, Florian Lemmerich, Jan Bachmann, Florian Frantzen, Max Klabunde, Martin Grohe, Markus Strohmaier
2019 A conf
Learning Definable Hypotheses on Trees.
ICDT
Émilie Grienenberger, Martin Ritzert
2019 J jnl
Learning definable hypotheses on trees.
CoRR
Émilie Grienenberger, Martin Ritzert
2019 J jnl
RUN-CSP: Unsupervised Learning of Message Passing Networks for Binary Constraint Satisfaction Problems.
CoRR
Jan Tönshoff, Martin Ritzert, Hinrikus Wolf, Martin Grohe
2019 A* conf
Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks.
AAAI
Christopher Morris, Martin Ritzert, Matthias Fey, William L. Hamilton, Jan Eric Lenssen, Gaurav Rattan, Martin Grohe
2018 J jnl
Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks.
CoRR
Christopher Morris, Martin Ritzert, Matthias Fey, William L. Hamilton, Jan Eric Lenssen, Gaurav Rattan, Martin Grohe
2017 J jnl
Learning MSO-definable hypotheses on string.
CoRR
Martin Grohe, Christof Löding, Martin Ritzert
2017 B conf
Learning MSO-definable hypotheses on strings.
ALT
Martin Grohe, Christof Löding, Martin Ritzert
2017 A* conf
Learning first-order definable concepts over structures of small degree.
LICS
Martin Grohe, Martin Ritzert
2017 J jnl
Learning first-order definable concepts over structures of small degree.
CoRR
Martin Grohe, Martin Ritzert