| # | Episode Title | Description | People | Date | |
|---|---|---|---|---|---|
| 1 | 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 |