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05/27/2021
Federated Learning for Short-term Residential Energy Demand Forecasting
Energy demand forecasting is an essential task performed within the ener...
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12/14/2020
Privacy Preserving Demand Forecasting to Encourage Consumer Acceptance of Smart Energy Meters
In this proposal paper we highlight the need for privacy preserving ener...
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04/24/2020
A Review of Privacy Preserving Federated Learning for Private IoT Analytics
The Internet-of-Things generates vast quantities of data, much of it att...
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04/24/2020
Federated learning with hierarchical clustering of local updates to improve training on non-IID data
Federated learning (FL) is a well established method for performing mach...
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11/16/2012