33 citations · 46 across the 3 of their papers we have counts for
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cs.LG2019
On the adequacy of untuned warmup for adaptive optimization
Jerry Ma, Denis Yarats
Adaptive optimization algorithms such as Adam are widely used in deep learning. The stability of such algorithms is often improved with a warmup schedule for the learning rate. Mot…
cs.AI2019
ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero
Yuandong Tian, Jerry Ma, Qucheng Gong +4
The AlphaGo, AlphaGo Zero, and AlphaZero series of algorithms are remarkable demonstrations of deep reinforcement learning's capabilities, achieving superhuman performance in the c…
astro-ph.IM2019★ 33 cited
Snakes on a Spaceship - An Overview of Python in Heliophysics
A. G. Burrell, A. Halford, J. Klenzing +7
Computational analysis has become ubiquitous within the heliophysics community. However, community standards for peer-review of codes and analysis have lagged behind these developm…