AITopics | Tozer, Brook

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Tozer, Brook

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Experimental Design for Bathymetry Editing

Alafate, Julaiti, Freund, Yoav, Sandwell, David T., Tozer, Brook

arXiv.org Machine LearningJul-15-2020

We describe an application of machine learning to a real-world computer assisted labeling task. Our experimental results expose significant deviations from the IID assumption commonly used in machine learning. These results suggest that the common random split of all data into training and testing can often lead to poor performance.

artificial intelligence, assumption, classifier, (15 more...)

arXiv.org Machine Learning

2007.07495

Country: North America > United States > California > San Diego County (0.16)

Genre: Research Report (1.00)

Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

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