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06/17/2023
Adaptive Strategies in Non-convex Optimization
An algorithm is said to be adaptive to a certain parameter (of the probl...
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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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10/22/2019
Online Meta-Learning on Non-convex Setting
The online meta-learning framework is designed for the continual lifelon...
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01/25/2019