Joel Dyer

23 papers A* 2A 4Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Neural Network-Based Parameter Estimation of a Labour Market Agent-Based Model.
CoRR
M. Lopes Alves, Joel Dyer, J. Doyne Farmer, Michael J. Wooldridge, Anisoara Calinescu
2025 J jnl
Automatic Differentiation of Agent-Based Models.
CoRR
Arnau Quera-Bofarull, Nicholas Bishop, Joel Dyer, Daniel Jarne Ornia, Anisoara Calinescu, J. Doyne Farmer, Michael J. Wooldridge
2025 J jnl
Bayesian Decision Making around Experts.
CoRR
Daniel Jarne Ornia, Joel Dyer, Nicholas Bishop, Anisoara Calinescu, Michael J. Wooldridge
2025 J jnl
Emergent Risk Awareness in Rational Agents under Resource Constraints.
CoRR
Daniel Jarne Ornia, Nicholas Bishop, Joel Dyer, Wei-Chen Lee, Ani Calinescu, J. Doyne Farmer, Michael J. Wooldridge
2025 A* conf
Learning Likelihood-Free Reference Priors.
ICML
Nicholas Bishop, Daniel Jarne Ornia, Joel Dyer, Ani Calinescu, Michael J. Wooldridge
2025 J jnl
Sandbagging in a Simple Survival Bandit Problem.
CoRR
Joel Dyer, Daniel Jarne Ornia, Nicholas Bishop, Anisoara Calinescu, Michael J. Wooldridge
2025 J jnl
Using causal abstractions to accelerate decision-making in complex bandit problems.
CoRR
Joel Dyer, Nicholas Bishop, Anisoara Calinescu, Michael J. Wooldridge, Fabio Massimo Zennaro
2024 A conf
Approximate Bayesian Computation with Path Signatures.
UAI
Joel Dyer, Patrick Cannon, Sebastian M. Schmon
2024 A conf
Causally Abstracted Multi-armed Bandits.
UAI
Fabio Massimo Zennaro, Nicholas Bishop, Joel Dyer, Yorgos Felekis, Anisoara Calinescu, Michael J. Wooldridge, Theodoros Damoulas
2024 J jnl
Causally Abstracted Multi-armed Bandits.
CoRR
Fabio Massimo Zennaro, Nicholas Bishop, Joel Dyer, Yorgos Felekis, Anisoara Calinescu, Michael J. Wooldridge, Theodoros Damoulas
2024 A* conf
Interventionally Consistent Surrogates for Complex Simulation Models.
NeurIPS
Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael J. Wooldridge
2024 A conf
Population Synthesis as Scenario Generation for Simulation-based Planning under Uncertainty.
AAMAS
Joel Dyer, Arnau Quera-Bofarull, Nicholas Bishop, J. Doyne Farmer, Anisoara Calinescu, Michael J. Wooldridge
2023 J jnl
Bayesian calibration of differentiable agent-based models.
CoRR
Arnau Quera-Bofarull, Ayush Chopra, Anisoara Calinescu, Michael J. Wooldridge, Joel Dyer
2023 J jnl
BlackBIRDS: Black-Box Inference foR Differentiable Simulators.
J. Open Source Softw.
Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, J. Doyne Farmer, Michael J. Wooldridge
2023 — conf
Gradient-Assisted Calibration for Financial Agent-Based Models.
ICAIF
Joel Dyer, Arnau Quera-Bofarull, Ayush Chopra, J. Doyne Farmer, Anisoara Calinescu, Michael J. Wooldridge
2023 J jnl
Interventionally Consistent Surrogates for Agent-based Simulators.
CoRR
Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael J. Wooldridge
2023 J jnl
Some challenges of calibrating differentiable agent-based models.
CoRR
Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, Michael J. Wooldridge
2022 A conf
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation.
AISTATS
Joel Dyer, Patrick W. Cannon, Sebastian M. Schmon
2022 J jnl
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation.
CoRR
Joel Dyer, Patrick Cannon, Sebastian M. Schmon
2022 J jnl
Black-box Bayesian inference for economic agent-based models.
CoRR
Joel Dyer, Patrick Cannon, J. Doyne Farmer, Sebastian M. Schmon
2022 J jnl
Calibrating Agent-based Models to Microdata with Graph Neural Networks.
CoRR
Joel Dyer, Patrick Cannon, J. Doyne Farmer, Sebastian M. Schmon
2020 J jnl
Data-driven modeling of public risk perception and emotion on Twitter during the Covid-19 pandemic.
CoRR
Blas Kolic, Joel Dyer
2020 J jnl
Public risk perception and emotion on Twitter during the Covid-19 pandemic.
Appl. Netw. Sci.
Joel Dyer, Blas Kolic