Export Citations
Save this search
Please login to be able to save your searches and receive alerts for new content matching your search criteria.
- ArticleAugust 2024
Client Evaluation and Revision in Federated Learning: Towards Defending Free-Riders and Promoting Fairness
AbstractFederated learning (FL) is valuable to critical industries, yet it is susceptible to security threats. Specifically, FL scenarios that involve sensitive data are vulnerable to free-rider attacks. These attacks allow free-riders to obtain a global ...
- research-articleJanuary 2023
Best of Both Worlds: Ex Ante and Ex Post Fairness in Resource Allocation
Consider the problem of allocating indivisible goods among agents with additive valuations, where monetary payments are not allowed. When randomization is allowed, it is possible to achieve compelling notions of fairness such as EV, which states that no ...
We study the problem of allocating indivisible goods among agents with additive valuations. When randomization is allowed, it is possible to achieve compelling notions of fairness such as envy-freeness, which states that no agent should prefer any other ...
- research-articleJune 2019
Allocation for Social Good: Auditing Mechanisms for Utility Maximization
EC '19: Proceedings of the 2019 ACM Conference on Economics and ComputationPages 785–803https://doi.org/10.1145/3328526.3329623We consider the problem of a nonprofit organization ("center") that must divide resources among subsidiaries ("agents"), based on agents' reported demand forecasts, with the aim of maximizing social good (agents' valuations for the allocation minus any ...
- articleApril 2015
On the optimal convergence speed of wireless scheduling for fair resource allocation
IEEE/ACM Transactions on Networking (TON), Volume 23, Issue 2Pages 631–643https://doi.org/10.1109/TNET.2014.2304421In this paper, we study the design of joint flowrate control and scheduling policies in multihop wireless networks for achieving maximum network utility with provably optimal convergence speed. Fast convergence is especially important in wireless ...
- research-articleOctober 2010
Optimal control to improve throughput, energy consumption and fairness in wireless networks
MSWIM '10: Proceedings of the 13th ACM international conference on Modeling, analysis, and simulation of wireless and mobile systemsPages 235–239https://doi.org/10.1145/1868521.1868559Allocating wireless network resources fairly to users, and using these limited resources efficiently is crucial for improving system performance and satisfying user requirements. Our proposal is to achieve higher network throughput via lower transmit ...
- articleAugust 2008
Asynchronous congestion control in multi-hop wireless networks with maximal matching-based scheduling
IEEE/ACM Transactions on Networking (TON), Volume 16, Issue 4Pages 826–839https://doi.org/10.1109/TNET.2007.904007We consider a multi-hop wireless network shared by many users. For an interference model that constrains a node to either transmit to or receive from only one other node at a time, and not to do both, we propose an architecture for fair resource ...
- research-articleAugust 2006
Joint congestion control, routing, and MAC for stability and fairness in wireless networks
IEEE Journal on Selected Areas in Communications (JSAC), Volume 24, Issue 8Pages 1514–1524https://doi.org/10.1109/JSAC.2006.879361In this paper, we describe and analyze a joint scheduling, routing and congestion control mechanism for wireless networks, that asymptotically guarantees stability of the buffers and fair allocation of the network resources. The queue-lengths serve as ...