Responsible AI
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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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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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Alexa & Friends features Prem Natarajan, Alexa AI vice president of natural understanding
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Since first being announced in 2014, Alexa has continuously become more natural, knowledgeable, conversational, context-aware, and capable of self-learning. ...

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3 questions: Prem Natarajan on issues of AI fairness and bias
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A year ago, Amazon and the National Science Foundation (NSF) announced a $20 million collaboration to fund academic research on fairness in AI over a ...

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Amazon researchers win best-paper award for helping promote fairness in AI
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Last week, at the seventh Workshop on Automated Machine Learning (AutoML) at the International Conference on Machine Learning, Amazon researchers won a ...

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Amazon helps fund NSF high-priority AI research initiative
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On behalf of Amazon, I am thrilled to announce that we are strengthening our collaboration with the National Science Foundation in their mission to ...

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Amazon Scholars Michael Kearns and Aaron Roth discuss the ethics of machine learning
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In November of 2019, University of Pennsylvania computer science professors Michael Kearns and Aaron Roth released The Ethical Algorithm: The Science of ...

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Mitigating social bias in knowledge graph embeddings
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Question-answering systems frequently rely on knowledge graphs, large collections of facts about real-world entities (people, organizations, countries, ...

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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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