Search Results for author: Berkay Celik

Found 2 papers, 0 papers with code

Unifying Distillation with Personalization in Federated Learning

no code implementations31 May 2021 Siddharth Divi, Habiba Farrukh, Berkay Celik

In the first stage, PersFL finds the optimal teacher model of each client during the FL training phase.

Fairness Federated Learning +1

IoTRepair: Systematically Addressing Device Faults in Commodity IoT (Extended Paper)

no code implementations17 Feb 2020 Michael Norris, Berkay Celik, Patrick McDaniel, Gang Tan, Prasanna Venkatesh, Shulin Zhao, Anand Sivasubramaniam

IoT devices are decentralized and deployed in un-stable environments, which causes them to be prone to various kinds of faults, such as device failure and network disruption.

Software Engineering Performance

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