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Amazon scientist Dr. Nashlie Sephus focuses on ensuring accuracy in machine learning
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Dr. Nashlie Sephus is an applied scientist working on the Amazon Web Services machine learning team. In her role, Sephus is responsible for establishing ...

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8 science-related points from Jeff Bezos’s 2019 Shareholder Letter
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Jeff Bezos, founder and CEO, Amazon On April 16, Amazon released Jeff Bezos’s 2019 Letter to ...

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How robots can adapt to new tasks — quickly
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Reinforcement learning (RL) is a technique in which an AI agent interacts with an environment and learns a policy based on the rewards that it receives ...

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Advances in text-to-speech technologies help computers find their voice
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Editor's Note: The Alexa team recently introduced a new longform speaking style so Alexa sounds more natural when reading long pieces of content, like this ...

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ICLR: The AI conference that helped redefine the field
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The International Conference on Learning Representations (ICLR), which will be virtual this year and begins next week, is only eight years old. But ...

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Locating multiple sound sources from raw audio
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Estimating the location of a sound source using only the audio captured by an array of microphones has been an active area of research for nearly four ...

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Nine videos about explainable AI in industry
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For the first time in its 26-year history, The Web Conference was held online in 2020, with content streaming interactively over both Zoom and Amazon Chime ...

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“Pseudo-labels”, negative examples help Alexa match skills to customer requests
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Alexa now has more than 100,000 skills, and to make them easier to navigate, we've begun using a technique called dynamic arbitration. For thousands of ...

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Forecasting big time series: theory and practice
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During The Web Conference in April, Amazon scientists and scholars joined external researchers, policy makers, developers and others for an all-virtual ...

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Computer vision researcher Thomas Brox enjoys university and industry roles
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Editor’s Note: This interview with Amazon scholar Thomas Brox is an edited and translated version of a story that originally appeared on the Amazon Germany ...

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