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Learning computational tasks from single examples
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In the past decade, deep-learning systems have proven remarkably successful at many artificial-intelligence tasks, but their applications tend to be narrow. ...

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3 questions about the Amazon–National Science Foundation collaboration on fairness in AI
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A year ago, Amazon and the National Science Foundation announced a $20 million collaboration to fund academic research on fairness in AI over a three-year ...

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The 10 fairness-in-AI projects funded by the National Science Foundation in collaboration with Amazon
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Do you want to join an innovative team of scientists who use machine learning and statistical ...

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The Web Conference goes virtual
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This year, for the first time in its 26-year history, The Web Conference (formerly known as WWW) will be entirely virtual, streaming interactively over both ...

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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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