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02/08/2023
Fairness in Matching under Uncertainty
The prevalence and importance of algorithmic two-sided marketplaces has ...
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01/19/2022
Dynamic Bandwidth Allocation for PON Slicing with Performance-Guaranteed Online Convex Optimization
The emergence of diverse network applications demands more flexible and ...
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07/12/2021
Polynomial Time Reinforcement Learning in Correlated FMDPs with Linear Value Functions
Many reinforcement learning (RL) environments in practice feature enormo...
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02/18/2020
Failout: Achieving Failure-Resilient Inference in Distributed Neural Networks
When a neural network is partitioned and distributed across physical nod...
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09/03/2019
Guardians of the Deep Fog: Failure-Resilient DNN Inference from Edge to Cloud
Partitioning and distributing deep neural networks (DNNs) over physical ...
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04/25/2019