PROBPROG Conference

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Jan Kudlicka: Probabilistic Programming for birth-death models of evolution...

Jan Kudlicka: Probabilistic Programming for birth-death models of evolution... PROBPROG Conference

291 views - 4 years ago

Yuan Zhou: Divide, Conquer, Combine: a New Inference Strategy...with Stochastic Support

Yuan Zhou: Divide, Conquer, Combine: a New Inference Strategy...with Stochastic Support PROBPROG Conference

165 views - 4 years ago

Ekansh Sharma PROBPROG Conference

131 views - 4 years ago

Kinjal Shah: Bean Machine

Kinjal Shah: Bean Machine PROBPROG Conference

222 views - 4 years ago

Steven Holzen PROBPROG Conference

62 views - 4 years ago

Panel: Probabilistic Programming in the Field - Bayesian Data Modeling

Panel: Probabilistic Programming in the Field - Bayesian Data Modeling PROBPROG Conference

314 views - 4 years ago

Panel discussion: Complex simulators & potential industry applications of probabilistic programming

Panel discussion: Complex simulators & potential industry applications of probabilistic programming PROBPROG Conference

171 views - 4 years ago

Robert Osazuwa Ness: "Towards causal inference with latent variable models and programs"

Robert Osazuwa Ness: "Towards causal inference with latent variable models and programs" PROBPROG Conference

296 views - 4 years ago

Maria Gorinova: "Efficient inference with discrete parameters in Stan"

Maria Gorinova: "Efficient inference with discrete parameters in Stan" PROBPROG Conference

316 views - 4 years ago

Ben Zinberg: "Structured, differentiable models of 3D scenes via Generative Scene Graphs"

Ben Zinberg: "Structured, differentiable models of 3D scenes via Generative Scene Graphs" PROBPROG Conference

197 views - 4 years ago

Zenna Tavares: "A Language for Counterfactual Generative Models"

Zenna Tavares: "A Language for Counterfactual Generative Models" PROBPROG Conference

288 views - 4 years ago

Avi Bryant PROBPROG Conference

172 views - 4 years ago

Guangyao Zhou PROBPROG Conference

53 views - 4 years ago

Yura Perov: "MultiVerse: Causal Reasoning in Probabilistic Programming using Importance Sampling"

Yura Perov: "MultiVerse: Causal Reasoning in Probabilistic Programming using Importance Sampling" PROBPROG Conference

158 views - 4 years ago

Hugo Paquet: "Densities of almost-surely terminating probabilistic programs are differentiable..."

Hugo Paquet: "Densities of almost-surely terminating probabilistic programs are differentiable..." PROBPROG Conference

49 views - 4 years ago

Daniel Ritchie: "Learning Neurosymbolic 3D Models"

Daniel Ritchie: "Learning Neurosymbolic 3D Models" PROBPROG Conference

305 views - 4 years ago

Leslie Kaelbling: "Doing for our robots what nature did for us"

Leslie Kaelbling: "Doing for our robots what nature did for us" PROBPROG Conference

543 views - 4 years ago

David Chiang:"Translating Recursive Probabilistic Programs to Factor Graph Grammars"

David Chiang:"Translating Recursive Probabilistic Programs to Factor Graph Grammars" PROBPROG Conference

177 views - 4 years ago

Christine Tasson: "Probabilistic Programming and Semantics"

Christine Tasson: "Probabilistic Programming and Semantics" PROBPROG Conference

162 views - 4 years ago

Guy van den Broeck

Guy van den Broeck PROBPROG Conference

436 views - 4 years ago

Iris Seaman: "Nested reasoning about autonomous agents using probabilistic programs"

Iris Seaman: "Nested reasoning about autonomous agents using probabilistic programs" PROBPROG Conference

104 views - 4 years ago

Zoubin Ghahramani: "Probabilistic Machine Learning: From theory to industrial impact"

Zoubin Ghahramani: "Probabilistic Machine Learning: From theory to industrial impact" PROBPROG Conference

6.7K views - 7 years ago

Angelika Kimmig: "A short introduction to probabilistic logic programming"

Angelika Kimmig: "A short introduction to probabilistic logic programming" PROBPROG Conference

3.7K views - 7 years ago

Brooks Paige: "Semi-interpretable probabilistic models"

Brooks Paige: "Semi-interpretable probabilistic models" PROBPROG Conference

1.6K views - 7 years ago

Dan Roy: "Algorithmic Barriers to Representing Conditional Independence"

Dan Roy: "Algorithmic Barriers to Representing Conditional Independence" PROBPROG Conference

1.6K views - 7 years ago

Kristian Kersting: "Democratizing Machine Learning using Probabilistic Programming"

Kristian Kersting: "Democratizing Machine Learning using Probabilistic Programming" PROBPROG Conference

1.1K views - 7 years ago

Michael Tingley: "Probabilistic programming @ FB"

Michael Tingley: "Probabilistic programming @ FB" PROBPROG Conference

1K views - 7 years ago

Eric Atkinson: "Verifying Handcoded Probabilistic Inference Procedures"

Eric Atkinson: "Verifying Handcoded Probabilistic Inference Procedures" PROBPROG Conference

227 views - 7 years ago

Adam Scibior: "Denotational account of approximate Bayesian inference"

Adam Scibior: "Denotational account of approximate Bayesian inference" PROBPROG Conference

516 views - 7 years ago

Chung-Chieh Shan: "Calculating distributions"

Chung-Chieh Shan: "Calculating distributions" PROBPROG Conference

652 views - 7 years ago

Daniel Lee: "Dear Stan, I meant to write you sooner but I just been busy"

Daniel Lee: "Dear Stan, I meant to write you sooner but I just been busy" PROBPROG Conference

1.2K views - 7 years ago

Daniel Ritchie: "Probabilistic Programming for Computer Graphics"

Daniel Ritchie: "Probabilistic Programming for Computer Graphics" PROBPROG Conference

1.7K views - 7 years ago

Dave Blei: "Black Box Variational Inference"

Dave Blei: "Black Box Variational Inference" PROBPROG Conference

7.9K views - 7 years ago

Dustin Tran: "What might deep learners learn from probabilistic programming?"

Dustin Tran: "What might deep learners learn from probabilistic programming?" PROBPROG Conference

3.3K views - 7 years ago

Feras Saad: "Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling"

Feras Saad: "Bayesian Synthesis of Probabilistic Programs for Automatic Data Modeling" PROBPROG Conference

1.7K views - 7 years ago

Frank Wood: "Inference Compilation"

Frank Wood: "Inference Compilation" PROBPROG Conference

1.5K views - 7 years ago

Hong Ge & Kai Xu: "The Turing language for probabilistic programming"

Hong Ge & Kai Xu: "The Turing language for probabilistic programming" PROBPROG Conference

529 views - 7 years ago

Hongseok Yang: PROBPROG 2018

Hongseok Yang: PROBPROG 2018 PROBPROG Conference

368 views - 7 years ago

Jean-Baptiste Tristan: "Compilation of Probabilistic Programs"

Jean-Baptiste Tristan: "Compilation of Probabilistic Programs" PROBPROG Conference

605 views - 7 years ago

Josh Tenenbaum: Towards more human-like intelligence in machines

Josh Tenenbaum: Towards more human-like intelligence in machines PROBPROG Conference

2K views - 7 years ago

Kevin Ellis: "Growing Libraries of Subroutines with Wake/Sleep Bayesian Program Learning"

Kevin Ellis: "Growing Libraries of Subroutines with Wake/Sleep Bayesian Program Learning" PROBPROG Conference

3.1K views - 7 years ago

Marco Cusumano-Towner: "Gen: A Flexible System for Programming Probabilistic AI"

Marco Cusumano-Towner: "Gen: A Flexible System for Programming Probabilistic AI" PROBPROG Conference

1.2K views - 7 years ago

Maria Gorinova: "SlicStan: Optimising Probabilistic Programs using Information Flow Analysis"

Maria Gorinova: "SlicStan: Optimising Probabilistic Programs using Information Flow Analysis" PROBPROG Conference

767 views - 7 years ago

Sarah Chasins: "Data-Driven Synthesis of Full Probabilistic Programs"

Sarah Chasins: "Data-Driven Synthesis of Full Probabilistic Programs" PROBPROG Conference

3K views - 7 years ago

Stuart Russell: "Probabilistic programming and AI"

Stuart Russell: "Probabilistic programming and AI" PROBPROG Conference

8.3K views - 7 years ago

Tom Rainforth: "Nesting Probabilistic Programs"

Tom Rainforth: "Nesting Probabilistic Programs" PROBPROG Conference

500 views - 7 years ago

Ulrich Schaechtle: Automated data modeling for science via Bayesian synthesis

Ulrich Schaechtle: Automated data modeling for science via Bayesian synthesis PROBPROG Conference

552 views - 7 years ago

Yordan Zaykov: "Probabilistic programming in production with Infer.NET"

Yordan Zaykov: "Probabilistic programming in production with Infer.NET" PROBPROG Conference

2.2K views - 7 years ago