Public risk perception and emotion on Twitter during the Covid-19 pandemic. - Joel Dyer; Blas Kolic (Appl. Netw. Sci., 2020)

Data-driven modeling of public risk perception and emotion on Twitter during the Covid-19 pandemic. - Blas Kolic; Joel Dyer (CoRR, 2020)

Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation. - Joel Dyer; Patrick W. Cannon; Sebastian M. Schmon (AISTATS, 2022)

Black-box Bayesian inference for economic agent-based models. - Joel Dyer; Patrick Cannon; J. Doyne Farmer; Sebastian M. Schmon (CoRR, 2022)

Calibrating Agent-based Models to Microdata with Graph Neural Networks. - Joel Dyer; Patrick Cannon; J. Doyne Farmer; Sebastian M. Schmon (CoRR, 2022)

Gradient-Assisted Calibration for Financial Agent-Based Models. - Joel Dyer; Arnau Quera-Bofarull; Ayush Chopra; J. Doyne Farmer; Anisoara Calinescu; Michael J. Wooldridge (ICAIF, 2023)

Bayesian calibration of differentiable agent-based models. - Arnau Quera-Bofarull; Ayush Chopra; Anisoara Calinescu; Michael J. Wooldridge; Joel Dyer (CoRR, 2023)

Some challenges of calibrating differentiable agent-based models. - Arnau Quera-Bofarull; Joel Dyer; Anisoara Calinescu; Michael J. Wooldridge (CoRR, 2023)

Interventionally Consistent Surrogates for Agent-based Simulators. - Joel Dyer; Nicholas Bishop; Yorgos Felekis; Fabio Massimo Zennaro; Anisoara Calinescu; Theodoros Damoulas; Michael J. Wooldridge (CoRR, 2023)

BlackBIRDS: Black-Box Inference foR Differentiable Simulators. - Arnau Quera-Bofarull; Joel Dyer; Anisoara Calinescu; J. Doyne Farmer; Michael J. Wooldridge (Zenodo, 2023)

BlackBIRDS: Black-Box Inference foR Differentiable Simulators. - Arnau Quera-Bofarull; Joel Dyer; Anisoara Calinescu; J. Doyne Farmer; Michael J. Wooldridge (J. Open Source Softw., 2023)

Population Synthesis as Scenario Generation for Simulation-based Planning under Uncertainty. - Joel Dyer; Arnau Quera-Bofarull; Nicholas Bishop; J. Doyne Farmer; Anisoara Calinescu; Michael J. Wooldridge (AAMAS, 2024)

Interventionally Consistent Surrogates for Complex Simulation Models. - Joel Dyer; Nicholas Bishop; Yorgos Felekis; Fabio Massimo Zennaro; Anisoara Calinescu; Theodoros Damoulas; Michael J. Wooldridge (NeurIPS, 2024)

Approximate Bayesian Computation with Path Signatures. - Joel Dyer; Patrick Cannon; Sebastian M. Schmon (UAI, 2024)

Causally Abstracted Multi-armed Bandits. - Fabio Massimo Zennaro; Nicholas Bishop; Joel Dyer; Yorgos Felekis; Anisoara Calinescu; Michael J. Wooldridge; Theodoros Damoulas (UAI, 2024)

BlackBIRDS: Black-Box Inference foR Differentiable Simulators. - Arnau Quera-Bofarull; Joel Dyer; Anisoara Calinescu; J. Doyne Farmer; Michael J. Wooldridge (Zenodo, 2024)

Emergent Risk Awareness in Rational Agents under Resource Constraints. - Daniel Jarne Ornia; Nicholas Bishop; Joel Dyer; Wei-Chen Lee; Ani Calinescu; J. Doyne Farmer; Michael J. Wooldridge (CoRR, 2025)