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Causal inference when treatments are continuous variables
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In scientific and business endeavors, we are often interested in the causal effect of a treatment — say, changing the font of a web page — on a response ...

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How Amazon learned to cut its cardboard waste
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In a world of ideal sustainability, every customer order received by Amazon that required a box would ship in a box tailored precisely to the size of its ...

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Amazon-Columbia SURE students meet with Alexa AI VP
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Being successful in STEM fields requires talent and hard work. It also requires access to the kind of thoughtful mentoring that enables researchers to make ...

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Preparing today for a post-quantum cryptographic future
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Post-quantum cryptography aims to develop new standards for public-key cryptography that quantum computers can't crack. ...

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How silicon innovation became the ‘secret sauce’ behind AWS’s success
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Nafea Bshara, Amazon Web Services vice president and distinguished engineer, and the co-founder of Annapurna Labs, an Israeli-based chipmaker that Amazon ...

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Amazon hosts largest class of science interns
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Amazon is hosting more than 2,000 science interns at locations around the world, marking the company’s largest class of science interns. The majority of ...

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“I didn’t imagine I could grow and learn so much”
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From an early age, Donato Crisostomi was fascinated with mathematics and philosophy. That interest was nurtured by his mother — and eventually helped him ...

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Five ways Amazon is preparing for the energy demands of the future
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The Worldwide Design Engineering (WWDE) organization delivers innovative, effective and efficient ...

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A hyperparameter optimization library for reproducible research
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Recent algorithmic advances and hardware innovations have made it possible to train deep neural networks with billions of parameters. The networks’ ...

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The path to carbon reductions in high-growth economic sectors
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The recent heatwave in Europe is an unequivocal reminder that we are facing a critical moment in the effort to tackle climate change. This urgent global ...

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