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Amazon wins best-paper award for protecting privacy of training data
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Differential privacy is a popular technique that provides a way to quantify the privacy risk of releasing aggregate statistics based on individual data. In ...

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Five Carnegie Mellon students named Amazon graduate research fellows
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Carnegie Mellon University is a private, global research university with its primary campus based in Pittsburgh, ...

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AWS releases code to help reduce bias in machine learning models
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In recent years, algorithmic bias has become an important research topic in machine learning. Sometimes, because of imbalances in training data or other ...

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3 questions with Kathleen McKeown: Controlling model hallucinations in natural language generation
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The first Amazon Web Services (AWS) Machine Learning Summit on June 2 will bring together customers, developers, and the science community to learn about ...

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Ten university teams selected to participate in Alexa Prize TaskBot Challenge
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Ten university teams, one from Asia, three from Europe and six from within the United States, have been selected to participate in the Alexa Prize TaskBot ...

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How Amazon achieved its 100% renewable energy goal
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The Fulfillment by Amazon (FBA) team is looking for a passionate, curious, and creative Research ...

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Predicting answers to product questions using similar products
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Community product question answering (PQA) is a popular and important feature on e-commerce websites. Customers ask, for example, “Will these jeans shrink ...

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What kind of data scientist should you be?
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Daliana Liu’s career has touched many facets of data science. Now as a senior data scientist in Amazon’s Machine Learning (ML) Solutions Lab, she uses her ...

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3 questions with George Karypis: Making learning from data embedded in graphs easy and scalable
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The first Amazon Web Services (AWS) Machine Learning Summit on June 2 will bring together customers, developers, and the science community to learn about ...

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Hear from AWS Machine Learning Summit speakers
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The Fulfillment by Amazon (FBA) team is looking for a passionate, curious, and creative Research ...

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Alexa enters the “age of self”
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Alexa launched in 2014, and in the more than six years since, we’ve been making good on our promise to make Alexa smarter every day. In addition to ...

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Amazon at NAACL 2021: The return of symbolic semantics
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When Heng Ji, an Amazon Scholar and professor of computer science at the University of Illinois, began attending the annual meeting of the North American ...

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