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KDD: Graph neural networks, fairness, and inclusivity
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As general chair of this year’s ACM Conference on Knowledge Discovery and Data Mining (KDD), Huzefa Rangwala, a senior manager at the Amazon Machine ...

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Erran Li receives 2022 SIGMOBILE test-of-time award
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Erran Li, an applied scientist with Amazon Web Services, was recently awarded the 2022 SIGMOBILE test-of-time award for "Argos: Practical many-antenna base ...

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Amazon wins contest to control “formality” in machine translation
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In a recent shared task at the International Conference on Spoken Language Translation (IWSLT), titled Formality Control for Machine Translation, the ...

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Ying Ding’s human-centered approach to AI-enhanced medical imaging diagnosis
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Even before the COVID-19 pandemic, health care capacity in the United States was strained, with not enough medical professionals to meet growing demand. ...

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Scaling graph-neural-network training with CPU-GPU clusters
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Graphs are a useful way to represent data, since they capture connections between data items, and graph neural networks (GNNs) are an increasingly popular ...

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A billion SMT queries a day
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At this year’s Computer-Aided Verification (CAV) conference — a leading automated-reasoning conference collocated with the Federated Logic Conferences ...

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Ozge Sahin on the art and science of studying consumer behavior
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Buy one, get one free: It's a time-honored shopping offer that's often a no-brainer for customers. In the operational research world, BOGO is an example of ...

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Why Amazon Scholar Yossi Keshet remains “excited about speech”
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Twenty years ago — well before the deep-learning revolution — Yossi Keshet, an Amazon Scholar and associate professor of electrical and computer engineering ...

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The science behind grouping package deliveries
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In 2018, Rohit Malshe, an Amazon principal scientist, looked across the street from his home in Portland, Oregon, and spotted two trucks delivering Amazon ...

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Amazon product query competition draws more than 9,200 submissions
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At this year’s Conference on Knowledge Discovery and Data Mining (KDD), Amazon hosted a workshop in which we announced the results of our ESCI Challenge for ...

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