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04/02/2023
On the Optimal Recovery of Graph Signals
Learning a smooth graph signal from partially observed data is a well-st...
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05/10/2022
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks
In distributed training of deep neural networks or Federated Learning (F...
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11/04/2021
Optimal Recovery from Inaccurate Data in Hilbert Spaces: Regularize, but what of the Parameter?
In Optimal Recovery, the task of learning a function from observational ...
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06/05/2020