Paul Horsfall

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 5

Top Topics

Stochastic Dynamic Programming

Probabilistic Logic

Experimental Design

Top Venues

J. Mach. Learn. Res.

Publications

Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul A. Szerlip, Paul Horsfall, Noah D. Goodman
Pyro: Deep Universal Probabilistic Programming. J. Mach. Learn. Res. 20 (2019)
Adam Foster, Martin Jankowiak, Eli Bingham, Paul Horsfall, Yee Whye Teh, Tom Rainforth, Noah D. Goodman
Variational Estimators for Bayesian Optimal Experimental Design. CoRR (2019)
Adam Foster, Martin Jankowiak, Eli Bingham, Paul Horsfall, Yee Whye Teh, Tom Rainforth, Noah D. Goodman
Variational Bayesian Optimal Experimental Design. NeurIPS (2019)
Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul A. Szerlip, Paul Horsfall, Noah D. Goodman
Pyro: Deep Universal Probabilistic Programming. CoRR (2018)
Daniel Ritchie, Paul Horsfall, Noah D. Goodman
Deep Amortized Inference for Probabilistic Programs. CoRR (2016)