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Aida Rahmattalabi

3 accepted papers

2021

Fair Influence Maximization: a Welfare Optimization Approach

AAAI 2021technical

Several behavioral, social, and public health interventions, such as suicide/HIV prevention or community preparedness against natural disasters, leverage social network information to maximize outreach. Algorithmic influence maximization techniques have been proposed to aid with the choice of ``peer…

Cited by 65SourcePDFScholar
2019

Exploring Algorithmic Fairness in Robust Graph Covering Problems

NeurIPS 2019poster

Fueled by algorithmic advances, AI algorithms are increasingly being deployed in settings subject to unanticipated challenges with complex social effects. Motivated by real-world deployment of AI driven, social-network based suicide prevention and landslide risk management interventions, this paper…

2016

D++: Structural credit assignment in tightly coupled multiagent domains

IROS 2016poster

Autonomous multi-robot teams can be used in complex coordinated exploration tasks to improve exploration performance in terms of both speed and effectiveness. However, use of multi-robot systems presents additional challenges. Specifically, in domains where the robots' actions are tightly coupled, c…

Cited by 64SourceScholar