Deep Learning
New computational algorithms make it possible to build neural networks with many input nodes and many layers, and distinguish "deep learning" of these networks from previous work on artificial neural nets.
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FjORD: FairandAccurateFederatedLearning underheterogeneoustargetswithOrderedDropout
Neural Information Processing Systems
Although significant efforts have been made into tackling statistical data heterogeneity,the diversity in the processing capabilities andnetworkbandwidth ofclients,termedassystemheterogeneity,hasremained largelyunexplored.
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