Arnau Quera-Bofarull

According to our database, Arnau Quera-Bofarull authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

On the limits of agency in agent-based models.

Ayush Chopra, Shashank Kumar, Nurullah Giray Kuru, Ramesh Raskar, Arnau Quera-Bofarull

CoRR, 2024

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

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Private Agent-Based Modeling.

Ayush Chopra, Arnau Quera-Bofarull, Nurullah Giray Kuru, Michael J. Wooldridge, Ramesh Raskar

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

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., October, 2023

BlackBIRDS: Black-Box Inference foR Differentiable Simulators.

Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, J. Doyne Farmer, Michael J. Wooldridge

Dataset, September, 2023

Some challenges of calibrating differentiable agent-based models.

Arnau Quera-Bofarull, Joel Dyer, Anisoara Calinescu, Michael J. Wooldridge

CoRR, 2023

Bayesian calibration of differentiable agent-based models.

Arnau Quera-Bofarull, Ayush Chopra, Anisoara Calinescu, Michael J. Wooldridge, Joel Dyer

CoRR, 2023

Gradient-Assisted Calibration for Financial Agent-Based Models.

Joel Dyer, Arnau Quera-Bofarull, Ayush Chopra, J. Doyne Farmer, Anisoara Calinescu, Michael J. Wooldridge

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

Don't Simulate Twice: One-Shot Sensitivity Analyses via Automatic Differentiation.

Arnau Quera-Bofarull, Ayush Chopra, Joseph Aylett-Bullock, Carolina Cuesta-Lázaro, Anisoara Calinescu, Ramesh Raskar, Michael J. Wooldridge

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Differentiable Agent-based Epidemiology.

Ayush Chopra, Alexander Rodríguez, Jayakumar Subramanian, Arnau Quera-Bofarull, Balaji Krishnamurthy, B. Aditya Prakash, Ramesh Raskar

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2021

Operational response simulation tool for epidemics within refugee and IDP settlements: A scenario-based case study of the Cox's Bazar settlement.

Joseph Aylett-Bullock, Carolina Cuesta-Lázaro, Arnau Quera-Bofarull, Anjali Katta, Katherine Hoffmann Pham, Benjamin Hoover, Hendrik Strobelt, Rebeca Moreno Jimenez, Aidan Sedgewick, Egmond Samir Evers, David Kennedy, Sandra Harlass, Allen Gidraf Kahindo Maina, Ahmad Hussien, Miguel A. Luengo-Oroz

PLoS Comput. Biol., 2021

2019

XNet: a convolutional neural network (CNN) implementation for medical x-ray image segmentation suitable for small datasets.

Joseph Bullock, Carolina Cuesta-Lázaro, Arnau Quera-Bofarull

Proceedings of the Medical Imaging 2019: Biomedical Applications in Molecular, 2019