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  • Adnan Darwiche's UCLA course: Learning and Reasoning with Bayesian Networks. Discusses the representation of Bayesian ...
  • Arithmetic Circuits
  • Srikanth Srinivasan, Indian Institute of Technology Bombay https://simons.berkeley.edu/talks/lower-bounds-
  • This is a series of videos recorded for ScioVirtual's Circuit Lab Advanced course in 2026. ScioVirtual is a non profit organization ...
  • A modern perspective on the use of

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Adnan Darwiche's UCLA course: Learning and Reasoning with Bayesian Networks. Discusses recent semantics of 15:32 SPNs and their relation to ACs. ICML 2017 paper discussed in lecture. Titile: On Relaxing Determinism in Adnan Darwiche's UCLA course: Learning and Reasoning with Bayesian Networks. Discusses the compilation of Bayesian ... Authors: Yujia Shen and Arthur Choi and Adnan Darwiche (NIPS 2016) We consider tractable representations of probability ...

Neeraj Kayal (Microsoft Research India) https://simons.berkeley.edu/talks/neeraj Algebraic Methods.

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