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02/14/2023
Cliff-Learning
We study the data-scaling of transfer learning from foundation models in...
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08/17/2021
Scaling Laws for Deep Learning
Running faster will only get you so far – it is generally advisable to f...
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06/18/2020
On the Predictability of Pruning Across Scales
We show that the error of magnitude-pruned networks follows a scaling la...
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12/16/2019
Self-Play Learning Without a Reward Metric
The AlphaZero algorithm for the learning of strategy games via self-play...
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09/27/2019