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# Episode Title Description People Date
1 Strachey Lecture: Integrating Logic, Probability and Neuro-Symbolic Reasoning using Probabilistic Soft Logic An overview of work on probabilistic soft logic (PSL), an SRL framework for large-scale collective, probabilistic reasoning in relational domains and a description of recent work which integrates neural and symbolic (NeSy) reasoning. Lise Getoor 27 Oct 2022
2 Creative Commons Neural Networks and Deep Kernel Shaping Rapid training of deep neural networks without skip connections or normalization layers using Deep Kernel Shaping. James Martens 05 Apr 2022