1. Topology Applied to Machine Learning: From Global to Local
2. Mehdi Ali , Max Berrendorf , Charles Tapley Hoyt , Laurent Vermue , Mikhail Galkin , Sahand Sharifzadeh , Asja Fischer , Volker Tresp , and Jens Lehmann . 2021. Bringing light into the dark: A large-scale evaluation of knowledge graph embedding models under a unified framework . IEEE Transactions on Pattern Analysis and Machine Intelligence ( 2021 ). Mehdi Ali, Max Berrendorf, Charles Tapley Hoyt, Laurent Vermue, Mikhail Galkin, Sahand Sharifzadeh, Asja Fischer, Volker Tresp, and Jens Lehmann. 2021. Bringing light into the dark: A large-scale evaluation of knowledge graph embedding models under a unified framework. IEEE Transactions on Pattern Analysis and Machine Intelligence (2021).
3. TuckER: Tensor Factorization for Knowledge Graph Completion
4. The Impact of Negative Triple Generation Strategies and Anomalies on Knowledge Graph Completion
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