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10/05/2022
How Erdös and Rényi Win the Lottery
Random masks define surprisingly effective sparse neural network models,...
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10/05/2022
Dynamical Isometry for Residual Networks
The training success, training speed and generalization ability of neura...
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10/14/2021
Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
We study the problem of estimating at a central server the mean of a set...
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02/08/2021