Publications
Filtered Results: 10 found
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Feb 2024 |
Black-box Bayesian inference for agent-based models
in Journal of Economic Dynamics and Control Joel Dyer, Patrick Cannon, J. Doyne Farmer, Sebastian Schmon |
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Jan 2024 |
Interventionally consistent surrogates for agent-based simulators
Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael Wooldridge |
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Jan 2024 |
Population synthesis as scenario generation for simulation-based planning under uncertainty
Joel Dyer, Arnau Quera-Bofarull, Nicholas Bishop, J. Doyne Farmer, Anisoara Calinescu, Michael Wooldridge |
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Nov 2023 |
Gradient-assisted calibration for financial agent-based models
in Proceedings of the Fourth ACM International Conference on AI in Finance (ICAIF '23) Joel Dyer, Arnau Quera-Bofarull, Ayush Chopra, J. Doyne Farmer, Anisoara Calinescu, Michael Wooldridge |
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Oct 2023 |
Black-box inference for differentiable simulators
in Journal of Open Source Software Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, J. Doyne Farmer, Michael Wooldridge |
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May 2023 |
Bayesian calibration of differentiable agent-based models
Arnau Quera-Bofarull, Ayush Chopra, Anisoara Calinescu, Michael Wooldridge, Joel Dyer |
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Jun 2022 |
No. 2022-30 - Calibrating agent-based models to microdata with graph neural networks
Joel Dyer, Patrick Cannon, J. Doyne Farmer, Sebastian Schmon |
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Feb 2022 |
Amortised likelihood-free inference for expensive time-series simulators with signatured ratio estimation
Joel Dyer, Patrick Cannon, Sebastian M Schmon |
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Feb 2022 |
No. 2022-05 - Black-box Bayesian inference for economic agent-based models
Joel Dyer, Patrick Cannon, J. Doyne Farmer, Sebastian Schmon |
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Dec 2020 |
Public risk perception and emotion on Twitter during the Covid-19 pandemic
in Applied Network Science Joel Dyer, Blas Kolic |