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11/05/2021
Explaining neural network predictions of material strength
We recently developed a deep learning method that can determine the crit...
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10/29/2021
Symbolic Regression via Neural-Guided Genetic Programming Population Seeding
Symbolic regression is the process of identifying mathematical expressio...
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07/19/2021
Improving exploration in policy gradient search: Application to symbolic optimization
Many machine learning strategies designed to automate mathematical tasks...
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11/26/2019
Efficient Saliency Maps for Explainable AI
We describe an explainable AI saliency map method for use with deep conv...
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11/17/2017
Improvements to context based self-supervised learning
We develop a set of methods to improve on the results of self-supervised...
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09/14/2016