2021 55th Annual Conference on Information Sciences and Systems (CISS)
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9781665412681
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scholarly journals Super-convergence and Differential Privacy: Training faster with better privacy guarantees

2021 ◽  
Author(s):  
Osvald Frisk ◽  
Friedrich Dormann ◽  
Christian Marius Lillelund ◽  
Christian Fischer Pedersen
Keyword(s):  
Differential Privacy ◽  
Super Convergence

A Superquantile Approach to Federated Learning with Heterogeneous Devices

2021 ◽  
Author(s):  
Yassine Laguel ◽  
Krishna Pillutla ◽  
Jerome Malick ◽  
Zaid Harchaoui
Keyword(s):  
Heterogeneous Devices

RAAF: Resource-Aware Auto Featuring

2021 ◽  
Author(s):  
Lucas Zanco Ladeira ◽  
Luiz Cesar Borro ◽  
Ricardo Paranhos Velloso Violato ◽  
Graziella Cardoso Bonadia
Keyword(s):  
Resource Aware

Triaging Autonomous Drone Faults By Simultaneously Assuring Autonomy and Security

2021 ◽  
Author(s):  
Lanier Watkins ◽  
Denzel Hamilton ◽  
Kevin Kornegay ◽  
Aviel Rubin
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