| Public risk perception and emotion on Twitter during the Covid-19 pandemic J Dyer, B Kolic Applied Network Science 5 (1), 1-32, 2020 | 107 | 2020 |
| Black-box Bayesian inference for agent-based models J Dyer, P Cannon, JD Farmer, SM Schmon Journal of Economic Dynamics and Control, 104827, 2024 | 34 | 2024 |
| Approximate Bayesian Computation with Path Signatures J Dyer, P Cannon, SM Schmon Uncertainty in Artificial Intelligence (Spotlight, Best Paper Award), 2024 | 18 | 2024 |
| Calibrating agent-based models to microdata with graph neural networks J Dyer, P Cannon, JD Farmer, SM Schmon ICML Workshop AI for Agent-Based Modelling (Spotlight, Best Paper Award), 2022 | 16* | 2022 |
| 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 | 13 | 2023 |
| Some challenges of calibrating differentiable agent-based models A Quera-Bofarull, J Dyer, A Calinescu, M Wooldridge ICML Differentiable Almost Everything Workshop, 2023 | 10 | 2023 |
| Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation J Dyer, PW Cannon, SM Schmon AISTATS, 2022 | 8 | 2022 |
| 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 | 8 | 2021 |
| 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 | 6 | 2022 |
| 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 | 4 | 2023 |
| Likelihood-free Bayesian inference for dynamic, stochastic simulators in the social sciences J Dyer University of Oxford, 2022 | 3 | 2022 |
| Interventionally Consistent Surrogates for Agent-based Simulators J Dyer, N Bishop, Y Felekis, FM Zennaro, A Calinescu, T Damoulas, ... Forthcoming at NeurIPS 2024, 2023 | 2 | 2023 |
| 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 | 2 | 2023 |
| Forecasting Macroeconomic Dynamics using a Calibrated Data-Driven Agent-based Model S Wiese, J Kaszowska-Mojsa, J Dyer, J Moran, M Pangallo, F Lafond, ... arXiv preprint arXiv:2409.18760, 2024 | | 2024 |
| Population synthesis as scenario generation for simulation-based planning under uncertainty J Dyer, A Quera-Bofarull, N Bishop, JD Farmer, A Calinescu, ... AAMAS (Oral), 2024 | | 2024 |
| Causally Abstracted Multi-armed Bandits FM Zennaro, N Bishop, J Dyer, Y Felekis, A Calinescu, M Wooldridge, ... Uncertainty in Artificial Intelligence (Oral), 2024 | | 2024 |
Sebastian M SchmonSenior Staff AI/ML at Altos LabsVerified email at stats.ox.ac.uk
