Machine learning
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reMARS revisited: Computer vision for automated quality inspection
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In June 2022, Amazon re:MARS, the company’s in-person event that explores advancements and practical applications within machine learning, automation, ...

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Domain data trumps teacher knowledge for distilling NLU models
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Knowledge distillation is a popular technique for compressing large machine learning models into manageable sizes, to make them suitable for low-latency ...

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AAAI: Prompt engineering and reasoning in the spotlight
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The Association for the Advancement of Artificial Intelligence’s annual Conference on Artificial Intelligence (AAAI) received around 9,000 paper submissions ...

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On a mission to demystify artificial intelligence
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Parmida Beigi’s career has touched many facets of machine learning and data science. From her PhD research in computer vision and time series forecasting, ...

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Pai-Ling Yin brings an academic’s lens to the study of buying and selling at Amazon
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Online bidding services were disrupting the auction industry when Pai-Ling Yin started pursuing her PhD in economics in 1997 at Stanford University. She ...

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Amazon and Howard University announce academic collaboration
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In an ongoing effort to create enduring pipelines of diverse science talent and differentiated research, Amazon today announced a collaboration with Howard ...

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re:MARS revisited: Optimizing AI/ML workloads for sustainability
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In June 2022, Amazon re:MARS, the company’s in-person event that explores advancements and practical applications within machine learning, automation, ...

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Amazon and IIT Bombay launch multiyear collaboration
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Amazon and the Indian Institute of Technology–Bombay (IIT Bombay) today announced the creation of the Amazon IIT–Bombay AI-ML Initiative.The Amazon ...

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“Who we are shapes what we say and how we say it”
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To hear Shrikanth Narayanan describe it, every single human conversation is a feat of engineering — a complex system for creating and interpreting a ...

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Do large language models really need all those layers?
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Large language models (LLMs) have been around for a while but have really captured the attention of the public this year, with the advent of ChatGPT. LLMs ...

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