Concepedia

Martin Ritzert

MR

6

Publications

236

Citations

6

H-Index

2017

Active since

Affiliations

RWTH Aachen University(Current)

Martin Ritzert is an author at RWTH Aachen University specializing in machine learning, engineering, and computer science.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceGraph TheoryGraph ProcessingArtificial IntelligenceAutomated ReasoningKnowledge DiscoveryCombinatorial Optimization

Publications per year

2017–2022

6

Publications

6

Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks

Christopher Morris, Martin Ritzert, Matthias Fey et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 139 citations · Full text

Network Theory (Electrical Engineering), Graph Representation Learning, Machine Learning +23

Graph Neural Networks for Maximum Constraint Satisfaction

Jan Tönshoff, Martin Ritzert, Hinrikus Wolf et al. · Frontiers in Artificial Intelligence · 2021 · 30 citations · Full text

Artificial Intelligence, Mathematical Programming, Constraint Solving +13

Graph machine learning for design of high‐octane fuels

Jan G. Rittig, Martin Ritzert, Artur M. Schweidtmann et al. · AIChE Journal · 2022 · 30 citations · Full text

High Octane Sensitivity, Graph Machine Learning, Graph Neural Network +15

Learning first-order definable concepts over structures of small degree

Martin Grohe, Martin Ritzert · arXiv (Cornell University) · 2017 · 14 citations · Full text

Artificial Intelligence, Mathematical Structure, Engineering +19

RUN-CSP: Unsupervised Learning of Message Passing Networks for Binary Constraint Satisfaction Problems

Jan Toenshoff, Martin Ritzert, Hinrikus Wolf et al. · arXiv (Cornell University) · 2019 · 13 citations · Full text

Artificial Intelligence, Constraint Solving, Engineering +12

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