Machine learning” ‘Partial credit’ during training improves image classification

Thursday, October 1, 2015 - 12:20 in Mathematics & Economics

Machine learning, which is the basis for most commercial artificial-intelligence systems, is intrinsically probabilistic. An object-recognition algorithm asked to classify a particular image, for instance, might conclude that it has a 60 percent chance of depicting a dog, but a 30 percent chance of depicting a cat. At the Annual Conference on Neural Information Processing […]

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