Search Results for author: Erik Elmroth

Found 2 papers, 1 papers with code

A Systematic Approach to Robustness Modelling for Deep Convolutional Neural Networks

1 code implementation24 Jan 2024 Charles Meyers, Mohammad Reza Saleh Sedghpour, Tommy Löfstedt, Erik Elmroth

Convolutional neural networks have shown to be widely applicable to a large number of fields when large amounts of labelled data are available.

Adversarial Robustness

Resource Management for Blockchain-enabled Federated Learning: A Deep Reinforcement Learning Approach

no code implementations8 Apr 2020 Nguyen Quang Hieu, Tran The Anh, Nguyen Cong Luong, Dusit Niyato, Dong In Kim, Erik Elmroth

However, the issue of BFL is that the mobile devices have energy and CPU constraints that may reduce the system lifetime and training efficiency.

Federated Learning Management +2

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