Black-box Bayesian inference for economic agent-based models

1 February 2022

Papers citing "Black-box Bayesian inference for economic agent-based models"

9 / 9 papers shown

Title
Interventionally Consistent Surrogates for Agent-based Simulators Joel Dyer Nicholas Bishop Yorgos Felekis Fabio Massimo Zennaro Anisoara Calinescu Theodoros Damoulas Michael Wooldridge 21 6 0 18 Dec 2023
Some challenges of calibrating differentiable agent-based models Arnau Quera-Bofarull Joel Dyer Anisoara Calinescu Michael Wooldridge AI4CE 47 7 0 03 Jul 2023
Bayesian calibration of differentiable agent-based models Arnau Quera-Bofarull Ayush Chopra Anisoara Calinescu Michael Wooldridge Joel Dyer 31 9 0 24 May 2023
Reinforcement Learning for Combining Search Methods in the Calibration of Economic ABMs Aldo Glielmo Marco Favorito Debmallya Chanda Domenico Delli Gatti 52 6 0 23 Feb 2023
Neural parameter calibration for large-scale multi-agent models Thomas Gaskin G. Pavliotis Mark Girolami AI4TS 31 23 0 27 Sep 2022
Investigating the Impact of Model Misspecification in Neural Simulation-based Inference Patrick W Cannon Daniel Ward Sebastian M. Schmon 35 36 0 05 Sep 2022
Amortised Likelihood-free Inference for Expensive Time-series Simulators with Signatured Ratio Estimation Joel Dyer Patrick W Cannon Sebastian M. Schmon 38 9 0 23 Feb 2022
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 106 189 0 12 Jan 2021
Simulating Crowds in Real Time with Agent-Based Modelling and a Particle Filter N. Malleson K. Minors L. Kieu Jonathan A. Ward Andrew A. West A. Heppenstall AI4CE 31 31 0 20 Sep 2019