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[POPL 2021] Paradoxes of probabilistic programming (full)
Cutting Edge: The next wave: Probabilistic programming with Stuart Russell
[PLDI24] Probabilistic Programming with Programmable Variational Inference
Gen: A General-Purpose Probabilistic Programming System with Programmable Inference
AI That Understands the World, Using Probabilistic Programming | Vikash Mansinghka | TEDxMIT
Gen: A General-Purpose Probabilistic Programming System | Marco Cusumano-Towner | JuliaCon 2019
Probabilistic Programming for Augmented Intelligence
[PLDI'26] Incremental Computation for Efficient Programmable Inference in Probabilistic Programs
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Last Updated: October 1, 2026
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So in this talk I'm going to try to propose that we should consider a change to the conceptual model of This video is a continuation of the previous video, Episode [08x10]. In this video, get a high-level overview of the theory, concepts ... Recorded at the ML in PL 2019 Conference, the University of Warsaw, 22-24 November 2019. Martin Jankowiak (Uber AI Labs) ... Jules Jacobs (Radboud University Nijmegen) Paper: dl.acm.org/doi/pdf/10.1145/3434339 Abstract Probabilistic Programming with Programmable pldi19.sigplan.org/details/pldi-2019-papers/45/Gen-A-General-Purpose- This talk shows how to make smarter, safer AI that understands the world we do, using a new symbolic medium that I helped ... Vikash Mansinghka, MIT simons.berkeley.edu/talks/vikash-mansinghka-10-06-2016 Uncertainty in Computation. f(x) = y, but y = 5. What's the probability that x =1? Incremental Computation for Efficient
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