ICLR Optimization papers II

Critical Learning Periods in Deep Neural Networks

https://arxiv.org/abs/1711.08856

Measuring and regularizing networks in function space

https://openreview.net/forum?id=SkMwpiR9Y7

On the Convergence of a Class of Adam-Type Algorithms for Non-Convex Optimization

https://openreview.net/forum?id=H1x-x309tm

Toward Understanding the Impact of Staleness in Distributed Machine Learning

https://arxiv.org/abs/1810.03264

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