Search Results for author: Shulin Zhao

Found 2 papers, 1 papers with code

FedECA: A Federated External Control Arm Method for Causal Inference with Time-To-Event Data in Distributed Settings

1 code implementation • 28 Nov 2023 • Jean Ogier du Terrail, Quentin Klopfenstein, Honghao Li, Imke Mayer, Nicolas Loiseau, Mohammad Hallal, Michael Debouver, Thibault Camalon, Thibault Fouqueray, Jorge Arellano Castro, Zahia Yanes, Laetitia Dahan, Julien Taïeb, Pierre Laurent-Puig, Jean-Baptiste Bachet, Shulin Zhao, Remy Nicolle, Jérome Cros, Daniel Gonzalez, Robert Carreras-Torres, Adelaida Garcia Velasco, Kawther Abdilleh, Sudheer Doss, Félix Balazard, Mathieu Andreux

External control arms (ECA) can inform the early clinical development of experimental drugs and provide efficacy evidence for regulatory approval.

Causal Inference Federated Learning

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

no code implementations • 17 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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