research
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06/06/2021
Distributed Learning and its Application for Time-Series Prediction
Extreme events are occurrences whose magnitude and potential cause exten...
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02/17/2021
Differential Private Hogwild! over Distributed Local Data Sets
We consider the Hogwild! setting where clients use local SGD iterations ...
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10/27/2020
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes
Hogwild! implements asynchronous Stochastic Gradient Descent (SGD) where...
research
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07/17/2020