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Using teacher knowledge at inference time to enhance student model
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Knowledge distillation (KD) is one of the most effective ways to deploy large-scale language models in environments where low latency is essential. KD ...

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Amazon and UIUC announce inaugural slate of funded research projects
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Earlier this year, Amazon and the University of Illinois Urbana-Champaign (UIUC) announced the launch of the Amazon-Illinois Center on Artificial ...

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Amazon and Howard University announce inaugural fellowship, gift project recipients
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As part of a collaboration that was announced and then subsequently expanded earlier this year, Amazon and Howard University have announced the 2023 ...

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Ryan Tibshirani recognized for contributions to statistics
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When the next new infectious disease begins to race around the world, Ryan Tibshirani hopes to have a completely different way to track and forecast its ...

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Optimizing neural networks for special-purpose hardware
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As neural networks grow in size, deploying them on-device increasingly requires special-purpose hardware that parallelizes common operations. But for ...

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Amazon Books editors announce best 2023 general-interest science books
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Amazon Worldwide Advertising is one of Amazon's fastest growing and most profitable businesses. Ads ...

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Responsible AI in the wild: Lessons learned at AWS
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When we first joined AWS AI/ML as Amazon Scholars over three years ago, we had already been doing scientific research in the area now known as responsible ...

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Maya Cakmak builds teachable robots to help humans
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Amazon pioneered the use of robots in order fulfillment. Every day, fleets of robots in fulfillment centers carry pods full of heavy inventory, assisting ...

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How Project P.I. helps Amazon remove imperfect products
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Although there are hundreds of millions of products stored in Amazon fulfillment centers, it’s very rare for customers to report shipped products as ...

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Amazon launches free Australia Machine Learning Summer School
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Earlier this year, Amazon announced the third edition of its India Machine Learning (ML) Summer School as part of an effort to help students prepare for ...

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