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Federated learning with NOMA assisted by multiple intelligent reflecting surfaces: Latency minimizing optimization and auction
Federated learning (FL) has emerged as a promising framework to exploit massive data
generated by edge devices in develo** a common learning model while preserving the …
generated by edge devices in develo** a common learning model while preserving the …
User-centric radio access technology selection: A survey of game theory models and multi-agent learning algorithms
User-centric radio access technology (RAT) selection is a key communication paradigm,
given the increased number of available RATs and increased cognitive capabilities at the …
given the increased number of available RATs and increased cognitive capabilities at the …
From convex optimization to randomized mechanisms: toward optimal combinatorial auctions
We design an expected polynomial time, truthful in expectation,(1-1/e)-approximation
mechanism for welfare maximization in a fundamental class of combinatorial auctions. Our …
mechanism for welfare maximization in a fundamental class of combinatorial auctions. Our …
Combinatorial auctions with restricted complements
Complements between goods--where one good takes on added value in the presence of
another--have been a thorn in the side of algorithmic mechanism designers. On the one …
another--have been a thorn in the side of algorithmic mechanism designers. On the one …
Hvac power conservation through reverse auctions and machine learning
Prolonged rotating outages and exorbitant energy bills, recently experienced in California
and Texas, have exposed the limitations and need for modernizing electric power systems …
and Texas, have exposed the limitations and need for modernizing electric power systems …
Pandora's problem with combinatorial cost
Pandora's problem is a fundamental model in economics that studies optimal search
strategies under costly inspection. In this paper we initiate the study of Pandora's problem …
strategies under costly inspection. In this paper we initiate the study of Pandora's problem …
Service chain provisioning with sub-chain-enabled coordinated protection to satisfy availability requirements
This paper proposes a sub-chain-enabled coordinated protection model for the availability-
guaranteed service function chain (SFC) provisioning, which considers the availability of …
guaranteed service function chain (SFC) provisioning, which considers the availability of …
FedQV: Leveraging quadratic voting in federated learning
Federated Learning (FL) permits different parties to collaboratively train a global model
without disclosing their respective local labels. A crucial step of FL, that of aggregating local …
without disclosing their respective local labels. A crucial step of FL, that of aggregating local …
Competition of ride-hailing platforms in the era of autonomous vehicles: Heavy or light asset?
Business modes of ride-hailing services in the era of autonomous vehicles (AVs) could be
vastly different from those of current human vehicles (HVs). In addition to the asset-heavy …
vastly different from those of current human vehicles (HVs). In addition to the asset-heavy …
Implementation in multidimensional dichotomous domains
D Mishra, S Roy - Theoretical Economics, 2013 - Wiley Online Library
We consider deterministic dominant strategy implementation in multidimensional
dichotomous domains in a private values and quasilinear utility setting. In such …
dichotomous domains in a private values and quasilinear utility setting. In such …