Joel Dyer

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Bayesian Inference

Planning Under Uncertainty

Microblog Posts

Top Venues

Publications

Joel Dyer, Arnau Quera-Bofarull, Nicholas Bishop, J. Doyne Farmer, Anisoara Calinescu, Michael J. Wooldridge
Population Synthesis as Scenario Generation for Simulation-based Planning under Uncertainty. AAMAS (2024)
Fabio Massimo Zennaro, Nicholas Bishop, Joel Dyer, Yorgos Felekis, Anisoara Calinescu, Michael J. Wooldridge, Theodoros Damoulas
Causally Abstracted Multi-armed Bandits. CoRR (2024)
Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael Wooldridge
Interventionally Consistent Surrogates for Agent-based Simulators. CoRR (2023)
Arnau Quera-Bofarull, Ayush Chopra, Anisoara Calinescu, Michael J. Wooldridge, Joel Dyer
Bayesian calibration of differentiable agent-based models. CoRR (2023)
Joel Dyer, Arnau Quera-Bofarull, Ayush Chopra, J. Doyne Farmer, Anisoara Calinescu, Michael J. Wooldridge
Gradient-Assisted Calibration for Financial Agent-Based Models. ICAIF (2023)
Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, Michael J. Wooldridge
Some challenges of calibrating differentiable agent-based models. CoRR (2023)
Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, J. Doyne Farmer, Michael J. Wooldridge
BlackBIRDS: Black-Box Inference foR Differentiable Simulators. J. Open Source Softw. 8 (90) (2023)
Joel Dyer, Patrick Cannon, J. Doyne Farmer, Sebastian M. Schmon
Calibrating Agent-based Models to Microdata with Graph Neural Networks. CoRR (2022)
Joel Dyer, Patrick W. Cannon, Sebastian M. Schmon
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation. AISTATS (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)
Blas Kolic, Joel Dyer
Data-driven modeling of public risk perception and emotion on Twitter during the Covid-19 pandemic. CoRR (2020)
Joel Dyer, Blas Kolic
Public risk perception and emotion on Twitter during the Covid-19 pandemic. Appl. Netw. Sci. 5 (1) (2020)