Exploring Probabilistic Programming With Programmable Inference

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  • Probabilistic Programming with Programmable
  • Recorded at the ML in PL 2019 Conference, the University of Warsaw, 22-24 November 2019. Martin Jankowiak (Uber AI Labs) ...
  • Probabilistic Programming
  • Jules Jacobs (Radboud University Nijmegen) Paper: https://dl.acm.org/doi/pdf/10.1145/3434339 Abstract
  • Vikash Mansinghka, MIT https://simons.berkeley.edu/talks/vikash-mansinghka-10-06-2016 Uncertainty in Computation.

In-Depth Information on Probabilistic Programming With Programmable Inference

So in this talk I'm going to try to propose that we should consider a change to the conceptual model of Gen: A General-Purpose https://pldi19.sigplan.org/details/pldi-2019-papers/45/Gen-A-General-Purpose- In 1854 George Boole published The Laws of Thought, and established Boolean algebra. Less well known is that half of this book ...

Authors: Zinkov, Rob Track: Machine Learning

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