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10/26/2022
Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning
We analyze the growth of dataset sizes used in machine learning for natu...
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07/27/2022
Toward Transparent AI: A Survey on Interpreting the Inner Structures of Deep Neural Networks
The last decade of machine learning has seen drastic increases in scale ...
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07/05/2022
Machine Learning Model Sizes and the Parameter Gap
We study trends in model size of notable machine learning systems over t...
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02/11/2022