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11/30/2020
PMLB v1.0: An open source dataset collection for benchmarking machine learning methods
Motivation: Novel machine learning and statistical modeling studies rely...
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06/11/2020
Is deep learning necessary for simple classification tasks?
Automated machine learning (AutoML) and deep learning (DL) are two cutti...
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05/22/2019
Evaluating recommender systems for AI-driven data science
We present a free and open-source platform to allow researchers to easil...
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06/13/2017
Investigating the Parameter Space of Evolutionary Algorithms
The practice of evolutionary algorithms involves the tuning of many para...
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05/01/2017