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Patrick Cannon

Robust Neural Posterior Estimation and Statistical Model Criticism

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Oct 12, 2022
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Investigating the Impact of Model Misspecification in Neural Simulation-based Inference

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Sep 05, 2022
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High Performance Simulation for Scalable Multi-Agent Reinforcement Learning

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Jul 08, 2022
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Calibrating Agent-based Models to Microdata with Graph Neural Networks

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Jun 15, 2022
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Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation

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Feb 23, 2022
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Black-box Bayesian inference for economic agent-based models

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Feb 01, 2022
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Approximate Bayesian Computation with Path Signatures

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Jun 23, 2021
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