Cloud and systems
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Amazon Scholar George Karypis receives ICDM 10-Year-Highest-Impact award
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Dr. George Karypis, Distinguished McKnight University Professor at the University of Minnesota Twin Cities and an Amazon Scholar, has been awarded the ...

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AWS director of machine learning explains the significance of new Amazon HealthLake service
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During yesterday's re:Invent 2020 Machine Learning keynote, Matt Wood, AWS vice president of AI, announced Amazon HealthLake, a HIPAA-eligible service that ...

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Swami Sivasubramanian: Machine learning is ‘one of the most disruptive technologies we will encounter in our generation’
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In December, at re:Invent 2020, Swami Sivasubramanian, vice president of machine learning, Amazon Web Services, delivered the first-ever machine learning ...

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How AWS scientists help create the NFL’s Next Gen Stats
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At Super Bowl LV, Tom Brady won his seventh title, in his first year as quarterback for the Tampa Bay Buccaneers, whose defense held the high-octane offense ...

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MLSys 2021: Bridging the divide between machine learning and systems
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Alex Smola, Amazon vice president and distinguished scientist The Conference on Machine Learning and Systems ...

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How automated reasoning improves the Prime Video experience
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Automated reasoning is the ability of machines to make logical deductions. One common application of automated reasoning is in software verification, or ...

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ICLR: What representation learning means in the data center
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Until relatively recently, a major concern of machine learning research was feature engineering, or determining which aspects of a machine learning model’s ...

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Using machine learning to reduce costs, increase accuracy, and improve access in healthcare
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Gari Clifford is an academic who keeps his eyes fixed on real-world problems. His work in machine learning and signal processing is centered on improving ...

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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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AWS VP Bratin Saha: Machine learning is becoming integral to how companies do business
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The recent AWS re:Invent conference featured more than 2,300 sessions, and a raft of new ML and AI service launches.The weeklong event, held in Las Vegas, ...

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