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How a ‘Think Big’ idea helped bring Lookout for Vision to life
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On Dec. 1 at re:Invent 2020, Amazon Web Services (AWS) announced Amazon Lookout for Vision, an anomaly detection solution that uses machine learning to ...

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NeurIPS: Shipra Agrawal on the appeal of reinforcement learning
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As deep neural networks have come to dominate AI, the Conference on Neural Information Processing Systems (NeurIPS 2020) has become the most popular ...

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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 democratizes access to the largest genomic sequences repository — NIH’s Sequence Read Archive
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Amazon today announced that the National Institutes of Health (NIH) Sequence Read Archive (SRA) data, managed by the National Library of Medicine’s (NLM) ...

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The science behind Amazon SageMaker’s distributed-training engines
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Yesterday at Amazon Web Services’ (AWS’s) annual re:Invent conference, Swami Sivasubramanian, vice president of machine learning at AWS, announced two new ...

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How Clarify helps machine learning developers detect unintended bias
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In his machine learning keynote at re:Invent on Tuesday, Swami Sivasubramanian, vice president of machine learning, Amazon Web Services (AWS), announced ...

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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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Multi-agent reinforcement learning for an uncertain world
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Reinforcement learning (RL), in which an agent learns to maximize some reward through trial-and-error exploration of its environment, is a hot topic in AI. ...

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How Alexa’s new Live Translation for conversations works
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Editor’s note: Alexa’s Live Translation feature will be discontinued on Oct. 31, 2023, but the innovations that enabled it have been adapted for deployment ...

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NeurIPS reinforcement-learning-challenge winners announced
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Competitions are a key part of the annual NeurIPS conference program. This year, 16 competitions were accepted, and a quarter of them focused on ...

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Fault-tolerant quantum circuits with much lower overhead
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Quantum computing is an emerging technology that promises to solve some problems exponentially faster than classical computers can. Quantum computation ...

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How Michelle K. Lee plans to help businesses tap into the potential of machine learning
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Across many industries, machine learning is emerging as a critical technology for solving complex, real-world problems. From using data to predict health ...

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