Welke, Pascal
- An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning
2023/06/27 by Sebastian Müller, Vanessa Toborek, Müller, Sebastian +9 · 7 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods
- A New Aligned Simple German Corpus
2022/09/02 by Vanessa Toborek, Toborek, Vanessa, Moritz Busch +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Expectation-Complete Graph Representations with Homomorphisms
2023/06/09 by Pascal Welke, Welke, Pascal, Maximilian Thiessen +5 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Topic Modeling
- Hidden Schema Networks
2022/07/08 by Ramsés J. Sánchez, Sánchez, Ramsés J., Lukas Conrads +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Logical Distillation of Graph Neural Networks
2024/06/11 by Alexander Pluska, Pluska, Alexander, Pascal Welke +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Graph Filtration Kernels
2021/10/22 by Till Hendrik Schulz, Schulz, Till Hendrik, Pascal Welke +3 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Topic Modeling
- A Generalized Weisfeiler-Lehman Graph Kernel
2021/01/20 by Till Hendrik Schulz, Tamás Horváth, Schulz, Till Hendrik +5 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
2024/03/20 by Raffaele Paolino, Paolino, Raffaele, Sohir Maskey +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies