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iNaturalist opens up a wealth of nature data — and computer vision challenges
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On a hike in the woods, you spot a colorful little bird. You're pretty sure it's a finch — but what kind? The iNaturalist app was made for this kind of ...

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Amazon’s robot arms break ground in safety and technology
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Inside an Amazon facility, employees and robots work together to ready products for customers. On one side of the building, yellow tote bins bearing ...

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AWS scientist wins ICLR outstanding paper award
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An Amazon Web Services (AWS) senior applied scientist and collaborators learned last week that their research paper is one of eight to earn an Outstanding ...

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Automatically generating text from structured data
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Data-to-text generation converts information from a structured format such as a table into natural language. This allows structured information to be read ...

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Amazon Web Services to hold Machine Learning Summit
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Amazon Web Services (AWS) will be holding a virtual Machine Learning Summit on June 2 and 3, with the goal of bringing together customers, developers, and ...

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Alexa & Friends features Spyros Matsoukas, senior principal applied scientist, Alexa AI
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On April 22, senior principal applied scientist Spyros Matsoukas joined principal Alexa evangelist Jeff Blankenburg on Alexa & Friends to discuss his ...

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Using machine learning for virtual-machine placement in the cloud
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In the cloud, load balancing, or distributing tasks evenly across servers, is essential to providing reliable service. It prevents individual servers from ...

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How three science PhDs found different career paths at Amazon
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While most students get into science PhD programs envisioning a career in research, there are many other paths to pursue. At Amazon, employees with advanced ...

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Improving the accuracy of privacy-preserving neural networks
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Differential privacy provides a way to quantify the privacy risks posed by aggregate statistics based on private data. One of its key ideas is that adding ...

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A quick guide to Amazon’s papers at ICML 2024
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Amazon’s papers at the International Conference on Machine Learning (ICML) lean — like the conference as a whole — toward the theoretical. Although some ...

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TheWebConf: Where communities converge on questions of scale
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Xin Luna Dong, a senior principal scientist at Amazon, leads research on Amazon’s product graph, a huge graphical representation of the products in the ...

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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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