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Joel Dyer
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Year
Public risk perception and emotion on Twitter during the Covid-19 pandemic
J Dyer, B Kolic
Applied Network Science 5 (1), 1-32, 2020
932020
Black-box Bayesian inference for agent-based models
J Dyer, P Cannon, JD Farmer, SM Schmon
Journal of Economic Dynamics and Control, 104827, 2024
27*2024
Approximate bayesian computation with path signatures
J Dyer, P Cannon, SM Schmon
arXiv preprint arXiv:2106.12555, 2021
152021
Calibrating agent-based models to microdata with graph neural networks
J Dyer, P Cannon, JD Farmer, SM Schmon
Best Proposal Paper, ICML Workshop AI for Agent-Based Modelling, 2022
142022
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation
J Dyer, PW Cannon, SM Schmon
International Conference on Artificial Intelligence and Statistics 25, 11131 …, 2022
92022
Bayesian calibration of differentiable agent-based models
A Quera-Bofarull, A Chopra, A Calinescu, M Wooldridge, J Dyer
ICLR Workshop AI for Agent-Based Modelling, 2023
82023
Deep signature statistics for likelihood-free time-series models
J Dyer, PW Cannon, SM Schmon
ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit …, 2021
82021
Approximate Bayesian Computation for Panel Data with Signature Maximum Mean Discrepancies
J Dyer, J Fitzgerald, B Rieck, SM Schmon
NeurIPS Workshop on Temporal Graph Learning, 2022
62022
Some challenges of calibrating differentiable agent-based models
A Quera-Bofarull, J Dyer, A Calinescu, M Wooldridge
ICML Differentiable Almost Everything Workshop, 2023
52023
Likelihood-free Bayesian inference for dynamic, stochastic simulators in the social sciences
J Dyer
University of Oxford, 2022
32022
BlackBIRDS: Black-Box Inference foR Differentiable Simulators
A Quera-Bofarull, J Dyer, A Calinescu, JD Farmer, M Wooldridge
Journal of Open Source Software 8 (89), 2023
22023
Gradient-assisted calibration for financial agent-based models
J Dyer, A Quera-Bofarull, A Chopra, JD Farmer, A Calinescu, ...
Proceedings of the Fourth ACM International Conference on AI in Finance, 288-296, 2023
12023
Interventionally Consistent Surrogates for Agent-based Simulators
J Dyer, N Bishop, Y Felekis, FM Zennaro, A Calinescu, T Damoulas, ...
arXiv preprint arXiv:2312.11158, 2023
2023
Population synthesis as scenario generation for simulation-based planning under uncertainty
J Dyer, A Quera-Bofarull, N Bishop, JD Farmer, A Calinescu, ...
23rd International Conference on Autonomous Agents and Multiagent Systems …, 2023
2023
Investigating the impact of the UK’s Soft Drinks Industry Levy on consumers’ purchases of soft drinks
DSG team
https://doi.org/10.5281/zenodo.6498023, 2022
2022
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