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Michael Kearns on Privacy

Eye On A.I.

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What's the Difference Between Deep Learning and Computer Vision?

Deep learning has been especially successful in what I would call the modalities. So it's things like speech processing or computer vision, where the data is very voluminous and dense. In contrast, many machine learning problems are what people would call tabular data. And so there's this sequential structure to the data. If I give you a digital image, there's a good chance two nearby pixels are related to each other.

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