Slides for PICS 1

april-tools · Oct 16, 2024 · 89d3261 · 89d3261
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+title: "Probabilistic circuits: from tractable probabilistic inference to reliable neuro-symbolic AI"
+collection: talks
+type: "Talk"
+permalink: /talks/pics24
+venue: "Probability in Computer Science (PICS) School 2024"
+date: 2024-10-16
+location: "Copenhagen, DK"
+---
+
+AV talking about recent advancements in tractable probabilistic modeling: from [scaling probabilistic circuits](https://openreview.net/forum?id=Ke40kfOT2E) to [realiable neuro-symbolic AI](https://proceedings.neurips.cc/paper_files/paper/2022/hash/c182ec594f38926b7fcb827635b9a8f4-Abstract-Conference.html) and to (hierarchical) [subtractive mixture models](https://openreview.net/forum?id=xIHi5nxu9P). Divided in three lectures.
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+[Lecture 1](./files/pics-1.pdf)
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