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07/20/2023
Fair Allocation of goods and chores – Tutorial and Survey of Recent Results
Fair resource allocation is an important problem in many real-world scen...
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11/25/2022
Combinatorial Civic Crowdfunding with Budgeted Agents: Welfare Optimality at Equilibrium and Optimal Deviation
Civic Crowdfunding (CC) uses the “power of the crowd” to garner contribu...
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06/13/2022
Coordinating Monetary Contributions in Participatory Budgeting
We formalize a framework for coordinating the funding of projects and sh...
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12/14/2021
Mechanism Design without Money for Fair Allocations
Fairness is well studied in the context of resource allocation. Research...
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12/10/2021
EEF1-NN: Efficient and EF1 allocations through Neural Networks
Neural networks have shown state-of-the-art performance in designing auc...
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09/06/2021
Fair Federated Learning for Heterogeneous Face Data
We consider the problem of achieving fair classification in Federated Le...
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08/29/2021
Fair and Efficient Resource Allocation with Externalities
In resource allocation, it is common to assume that agents have a utilit...
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08/23/2021
Federated Learning Meets Fairness and Differential Privacy
Deep learning's unprecedented success raises several ethical concerns ra...
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04/15/2020