18:51 Jan Kudlicka: Probabilistic Programming for birth-death models of evolution... PROBPROG Conference 291 views - 4 years ago
14:11 Yuan Zhou: Divide, Conquer, Combine: a New Inference Strategy...with Stochastic Support PROBPROG Conference 165 views - 4 years ago
48:52 Panel: Probabilistic Programming in the Field - Bayesian Data Modeling PROBPROG Conference 314 views - 4 years ago
46:50 Panel discussion: Complex simulators & potential industry applications of probabilistic programming PROBPROG Conference 171 views - 4 years ago
19:51 Robert Osazuwa Ness: "Towards causal inference with latent variable models and programs" PROBPROG Conference 296 views - 4 years ago
21:39 Maria Gorinova: "Efficient inference with discrete parameters in Stan" PROBPROG Conference 316 views - 4 years ago
24:05 Ben Zinberg: "Structured, differentiable models of 3D scenes via Generative Scene Graphs" PROBPROG Conference 197 views - 4 years ago
20:19 Zenna Tavares: "A Language for Counterfactual Generative Models" PROBPROG Conference 288 views - 4 years ago
16:35 Yura Perov: "MultiVerse: Causal Reasoning in Probabilistic Programming using Importance Sampling" PROBPROG Conference 158 views - 4 years ago
21:34 Hugo Paquet: "Densities of almost-surely terminating probabilistic programs are differentiable..." PROBPROG Conference 49 views - 4 years ago
46:28 Leslie Kaelbling: "Doing for our robots what nature did for us" PROBPROG Conference 543 views - 4 years ago
19:14 David Chiang:"Translating Recursive Probabilistic Programs to Factor Graph Grammars" PROBPROG Conference 177 views - 4 years ago
23:11 Christine Tasson: "Probabilistic Programming and Semantics" PROBPROG Conference 162 views - 4 years ago
19:43 Iris Seaman: "Nested reasoning about autonomous agents using probabilistic programs" PROBPROG Conference 104 views - 4 years ago
44:02 Zoubin Ghahramani: "Probabilistic Machine Learning: From theory to industrial impact" PROBPROG Conference 6.7K views - 7 years ago
22:33 Angelika Kimmig: "A short introduction to probabilistic logic programming" PROBPROG Conference 3.7K views - 7 years ago
20:01 Brooks Paige: "Semi-interpretable probabilistic models" PROBPROG Conference 1.6K views - 7 years ago
24:23 Dan Roy: "Algorithmic Barriers to Representing Conditional Independence" PROBPROG Conference 1.6K views - 7 years ago
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22:26 Eric Atkinson: "Verifying Handcoded Probabilistic Inference Procedures" PROBPROG Conference 227 views - 7 years ago
20:59 Adam Scibior: "Denotational account of approximate Bayesian inference" PROBPROG Conference 516 views - 7 years ago
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18:15 Daniel Ritchie: "Probabilistic Programming for Computer Graphics" PROBPROG Conference 1.7K views - 7 years ago
18:10 Dustin Tran: "What might deep learners learn from probabilistic programming?" PROBPROG Conference 3.3K views - 7 years ago
23:51 Feras Saad: "Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling" PROBPROG Conference 1.7K views - 7 years ago
20:43 Hong Ge & Kai Xu: "The Turing language for probabilistic programming" PROBPROG Conference 529 views - 7 years ago
45:06 Jean-Baptiste Tristan: "Compilation of Probabilistic Programs" PROBPROG Conference 605 views - 7 years ago
27:52 Josh Tenenbaum: Towards more human-like intelligence in machines PROBPROG Conference 2K views - 7 years ago
17:48 Kevin Ellis: "Growing Libraries of Subroutines with Wake/Sleep Bayesian Program Learning" PROBPROG Conference 3.1K views - 7 years ago
22:17 Marco Cusumano-Towner: "Gen: A Flexible System for Programming Probabilistic AI" PROBPROG Conference 1.2K views - 7 years ago
16:55 Maria Gorinova: "SlicStan: Optimising Probabilistic Programs using Information Flow Analysis" PROBPROG Conference 767 views - 7 years ago
19:07 Sarah Chasins: "Data-Driven Synthesis of Full Probabilistic Programs" PROBPROG Conference 3K views - 7 years ago
54:31 Stuart Russell: "Probabilistic programming and AI" PROBPROG Conference 8.3K views - 7 years ago
18:48 Ulrich Schaechtle: Automated data modeling for science via Bayesian synthesis PROBPROG Conference 552 views - 7 years ago
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