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cs.LG2025
Weisfeiler-Lehman meets Events: An Expressivity Analysis for Continuous-Time Dynamic Graph Neural Networks
Silvia Beddar-Wiesing, Alice Moallemy-Oureh
Graph Neural Networks (GNNs) are known to match the distinguishing power of the 1-Weisfeiler-Lehman (1-WL) test, and the resulting partitions coincide with the unfolding tree equiv…
cs.LG2025
Absolute Evaluation Measures for Machine Learning: A Survey
Silvia Beddar-Wiesing, Alice Moallemy-Oureh, Marie Kempkes +1
Machine Learning is a diverse field applied across various domains such as computer science, social sciences, medicine, chemistry, and finance. This diversity results in varied eva…