Federated learning with NOMA assisted by multiple intelligent reflecting surfaces: Latency minimizing optimization and auction

THT Le, L Cantos, SR Pandey, H Shin… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
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 …

User-centric radio access technology selection: A survey of game theory models and multi-agent learning algorithms

G Caso, Ö Alay, GC Ferrante, L De Nardis… - IEEE …, 2021 - ieeexplore.ieee.org
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 …

From convex optimization to randomized mechanisms: toward optimal combinatorial auctions

S Dughmi, T Roughgarden, Q Yan - Proceedings of the forty-third annual …, 2011 - dl.acm.org
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 …

Combinatorial auctions with restricted complements

I Abraham, M Babaioff, S Dughmi… - Proceedings of the 13th …, 2012 - dl.acm.org
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 …

Hvac power conservation through reverse auctions and machine learning

E Casella, AR Khamesi, S Silvestri… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
Prolonged rotating outages and exorbitant energy bills, recently experienced in California
and Texas, have exposed the limitations and need for modernizing electric power systems …

Pandora's problem with combinatorial cost

B Berger, T Ezra, M Feldman, F Fusco - … of the 24th ACM Conference on …, 2023 - dl.acm.org
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 …

Service chain provisioning with sub-chain-enabled coordinated protection to satisfy availability requirements

Y Zhang, F He, E Oki - IEEE Transactions on Network and …, 2021 - ieeexplore.ieee.org
This paper proposes a sub-chain-enabled coordinated protection model for the availability-
guaranteed service function chain (SFC) provisioning, which considers the availability of …

FedQV: Leveraging quadratic voting in federated learning

T Chu, N Laoutaris - Proceedings of the ACM on Measurement and …, 2024 - dl.acm.org
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 …

Competition of ride-hailing platforms in the era of autonomous vehicles: Heavy or light asset?

X Wang, X Lin, M Li, Z Xu, K Zhang - Transportation Research Part C …, 2024 - Elsevier
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 …

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 …