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What is human-in-the-loop machine learning? Better data, better models

Machine learning models are often far from perfect. When using model predictions for purposes that affect peopleโ€™s lives, such as loan approval classification, itโ€™s advisable for a human to review at least some of the predictions: those that have low confidence, those that are out of range, and a random sample for quality control. In [โ€ฆ]
Bank Statement Parser Amazon Sagemaker Ground Truth Plus Amazon Sagemaker Ground Ground Truth Plus Amazon Sagemaker Ground Truth Amazon Augmented

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MIT and Penn State join forces with AWS to help classify images of flood disaster zones

MIT and Penn State join forces with AWS to help classify images of flood disaster zones SHARE Researchers at MIT Lincoln Laboratory and students at the Penn State College of Information Sciences and Technology have been working on artificial intelligence computer models that uses disaster scene images to inform responders about flooding. For humans, this process is relatively easy, but when a dataset is made up of more than 100,000 areal images that vary in altitude, c...
Kumar Chellapilla Andrew Weinert Lincoln Laboratory Penn State College Of Information Sciences Amazon Research Machine Learning Services

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