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   Articles with "model migration" as a keyword



Multiple order model migration and optimal model selection for online glucose prediction in Type 1 diabetes

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recommendations! Published in 2018 at "Aiche Journal"

DOI: 10.1002/aic.15983

Abstract: In order to address the problem of insufficient available modelling data for glucose prediction, as well as modelling burden, a model migration method was developed in a previous work to quickly transfer an old model… read more here.

Keywords: model migration; order; multiple order; model ... See more keywords

Public and Private Blockchain Infusion: A Novel Approach to Federated Learning

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recommendations! Published in 2024 at "IEEE Internet of Things Journal"

DOI: 10.1109/jiot.2024.3360129

Abstract: Implementing federated learning (FL) within the Internet of Everything (IoE) framework poses substantial computational challenges, stemming from extensive client involvement, which can lead to escalated training expenses and diminished convergence rates. While many studies have… read more here.

Keywords: blockchain infusion; public private; model migration; private blockchain ... See more keywords

Federated Learning With Experience-Driven Model Migration in Heterogeneous Edge Networks

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recommendations! Published in 2024 at "IEEE/ACM Transactions on Networking"

DOI: 10.1109/tnet.2024.3390416

Abstract: To approach the challenges of non-IID data and limited communication resource raised by the emerging federated learning (FL) in mobile edge computing (MEC), we propose an efficient framework, called FedMigr, which integrates a deep reinforcement… read more here.

Keywords: edge; experience driven; model migration; model ... See more keywords
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Model migration and rough edges: British actuaries and the ontologies of modelling.

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recommendations! Published in 2020 at "Social Studies of Science"

DOI: 10.1177/0306312719893465

Abstract: The existing literature on modelling provides two main ways of viewing model migration: a modular view, which seeks to decompose models in their constitutive elements, and thus provides a view on w... read more here.

Keywords: model migration; edges british; rough edges; migration rough ... See more keywords

Smoothing migration intensities with P-TOPALS

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recommendations! Published in 2020 at "Demographic Research"

DOI: 10.4054/demres.2020.43.55

Abstract: BACKGROUND Age-specific migration intensities often display irregularities that need to be removed by graduation, but two current methods for doing so, parametric model migration schedules and non-parametric kernel regression, have their limitations. OBJECTIVE This paper… read more here.

Keywords: model migration; smoothing migration; migration intensities; migration ... See more keywords