Artificial intelligence (AI)
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Sizing neural networks to the available hardware
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Neural-architecture search means automatically finding the best neural-network architecture for a particular task. Often, that involves finding an ...

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How some of AWS’s most innovative customers are using computer vision technologies
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Computer vision, the automatic recognition and description of images and video, has applications that are far-reaching, from identifying defects in high ...

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Creating a digital twin of the Earth with computer vision
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As climate change, in tandem with accelerating population growth, becomes an increasingly critical issue, the marriage of environmentalism and data-driven ...

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How SageMaker’s algorithms help democratize machine learning
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SageMaker is a service from Amazon Web Services that lets customers quickly and easily build machine learning models for deployment in the cloud. It ...

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Adversarial training improves product discovery
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Deep learning has been highly successful for natural-language-processing tasks, like interpreting commands on Alexa. But it’s been less successful for ...

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Collaboration between Amazon and UC Berkeley advances AI and machine learning
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In a keynote talk at the 2019 re:MARS Conference, Jeff Wilke, CEO of Amazon’s worldwide consumer business, talked about how the company was built by ...

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Using unlabeled data to improve sequence labeling
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Virtual adversarial training (VAT) is a way to improve machine learning systems by creating difficult-to-classify training examples through the addition of ...

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Matthias Bethge: Amazon Scholar and self-proclaimed protopian
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Editor’s Note: This interview is an edited and translated version of a story that originally appeared on the Amazon Germany Blog: Day One.Dr. Matthias ...

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Why AI may be healthcare’s prescription for transformation
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Watch the KDD 2020 talk by Taha Kass-Hout, director of machine learning, AWS Health AI. Source link

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Amazon helps fund NSF high-priority AI research initiative
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On behalf of Amazon, I am thrilled to announce that we are strengthening our collaboration with the National Science Foundation in their mission to ...

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