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Patrick Cannon
Publication Activity (10 Years)
Years Active: 2022-2022
Publications (10 Years): 7
Top Topics
Bayesian Inference
Chronic Hepatitis
Estimation Error
Facial Shape
Top Venues
CoRR
NeurIPS
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Publications
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Daniel Ward
,
Patrick Cannon
,
Mark Beaumont
,
Matteo Fasiolo
,
Sebastian M. Schmon
Robust Neural Posterior Estimation and Statistical Model Criticism.
NeurIPS
(2022)
Patrick Cannon
,
Daniel Ward
,
Sebastian M. Schmon
Investigating the Impact of Model Misspecification in Neural Simulation-based Inference.
CoRR
(2022)
Joel Dyer
,
Patrick Cannon
,
J. Doyne Farmer
,
Sebastian M. Schmon
Calibrating Agent-based Models to Microdata with Graph Neural Networks.
CoRR
(2022)
Daniel Ward
,
Patrick Cannon
,
Mark Beaumont
,
Matteo Fasiolo
,
Sebastian M. Schmon
Robust Neural Posterior Estimation and Statistical Model Criticism.
CoRR
(2022)
Jordan Langham-Lopez
,
Sebastian M. Schmon
,
Patrick Cannon
High Performance Simulation for Scalable Multi-Agent Reinforcement Learning.
CoRR
(2022)
Joel Dyer
,
Patrick Cannon
,
Sebastian M. Schmon
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation.
CoRR
(2022)
Joel Dyer
,
Patrick Cannon
,
J. Doyne Farmer
,
Sebastian M. Schmon
Black-box Bayesian inference for economic agent-based models.
CoRR
(2022)