1 code implementation • NeurIPS 2019 • Adam Foster, Martin Jankowiak, Eli Bingham, Paul Horsfall, Yee Whye Teh, Tom Rainforth, Noah Goodman
Bayesian optimal experimental design (BOED) is a principled framework for making efficient use of limited experimental resources.
1 code implementation • 18 Oct 2018 • Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul Szerlip, Paul Horsfall, Noah D. Goodman
Pyro is a probabilistic programming language built on Python as a platform for developing advanced probabilistic models in AI research.
1 code implementation • 18 Oct 2016 • Daniel Ritchie, Paul Horsfall, Noah D. Goodman
This paper proposes a system for amortized inference in PPLs.