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04/19/2023
Power Law Trends in Speedrunning and Machine Learning
We find that improvements in speedrunning world records follow a power l...
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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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07/05/2022
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
Compute Trends Across Three Eras of Machine Learning
Compute, data, and algorithmic advances are the three fundamental factor...
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11/30/2021
Finding, Scoring and Explaining Arguments in Bayesian Networks
We propose a new approach to explain Bayesian Networks. The approach rev...
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07/01/2021
A conditional independence test for causality in econometrics
The Y-test is a useful tool for detecting missing confounders in the con...
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08/19/2019