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Joel Dyer
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 13
Top Topics
Black Boxes
Bayesian Inference
Planning Under Uncertainty
Microblog Posts
Top Venues
CoRR
AISTATS
AAMAS
ICAIF
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Publications
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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)