1 citations · 3 across the 7 of their papers we have counts for
10 papers
Towards Credible Agent-Based Policy Simulations: Disentangling Opportunities and Preferences in a Financial Inclusion Case Study of Egypt
Alba Aguilera, Georgina Curto, Nardine Osman +1
Credibility is a central topic for agent-based models intended to support policy-making. Simulations must not only represent the target scenarios and their core dynamics but also d…
Is AI Widening the Wage Gap? A Hybrid Agentic Simulation for Labor Equity
Zhongbo Hu, Zonghan Wu, Zonghang Wu +3
Artificial intelligence (AI) is reshaping labor markets, yet its effects on wage distribution and the underlying mechanisms remain insufficiently understood. Conventional analytica…
OmouAI: Argumentative Human-AI Policy Deliberation with Simulated Personas
Stylianos Loukas Vasileiou, Antonio Rago, William Yeoh +1
Debates amongst agents driven by large language models (LLMs) have demonstrated vast potential in various applications, but when these interactions include humans and take place in…
Agents Trusting Agents? Restoring Lost Capabilities with Inclusive Healthcare
Alba Aguilera, Georgina Curto, Nardine Osman +1
Agent-based simulations have an untapped potential to inform social policies on urgent human development challenges in a non-invasive way, before these are implemented in real-worl…
Agent-based Modeling meets the Capability Approach for Human Development: Simulating Homelessness Policy-making
Alba Aguilera, Nardine Osman, Georgina Curto
The global rise in homelessness calls for urgent and alternative policy solutions. Non-profits and governmental organizations alert about the many challenges faced by people experi…
Value-Enriched Population Synthesis: Integrating a Motivational Layer
Alba Aguilera, Miquel Albertí, Nardine Osman +1
In recent years, computational improvements have allowed for more nuanced, data-driven and geographically explicit agent-based simulations. So far, simulations have struggled to ad…
Can Poverty Be Reduced by Acting on Discrimination? An Agent-based Model for Policy Making
Alba Aguilera, Nieves Montes, Georgina Curto +2
In the last decades, there has been a deceleration in the rates of poverty reduction, suggesting that traditional redistributive approaches to poverty mitigation could be losing ef…
Structural Group Unfairness: Measurement and Mitigation by means of the Effective Resistance
Adrian Arnaiz-Rodriguez, Georgina Curto, Nuria Oliver
Social networks contribute to the distribution of social capital, defined as the relationships, norms of trust and reciprocity within a community or society that facilitate coopera…
An Agent-Based Model for Poverty and Discrimination Policy-Making
Nieves Montes, Georgina Curto, Nardine Osman +1
The deceleration of global poverty reduction in the last decades suggests that traditional redistribution policies are losing their effectiveness. Alternative ways to work towards…
Fairness: from the ethical principle to the practice of Machine Learning development as an ongoing agreement with stakeholders
Georgina Curto, Flavio Comim
This paper clarifies why bias cannot be completely mitigated in Machine Learning (ML) and proposes an end-to-end methodology to translate the ethical principle of justice and fairn…