Operations research and optimization
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re:MARS 2019: Jenny Freshwater keynote presentation
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Amazon's director of forecasting, Jenny Freshwater, speaks about how AI is used to power forecasting decisions, so that items are always in stock for ...

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The bridge between supply and demand
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On Prime Day earlier this year, shoppers purchased more than 250 million items worldwide from the Amazon store. Each of those orders entailed a series of ...

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Learning in game-theoretical models
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Game theory is a mathematical way to describe strategic reasoning. In the game-theoretical sense, a game involves players who choose actions and, depending ...

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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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Domenico Giannone’s never-ending drive to learn more from economic data
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When Domenico Giannone decided to study statistics as an undergrad at Sapienza Università di Roma in the early 1990s, he didn’t fully understand what the ...

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Amazon’s Janus framework lifts continual learning to the next level
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Watching items move down a conveyor belt toward a Robin robot arm at an Amazon fulfillment center is a great place to learn about the role continual ...

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Exploring the uncertainty of predictions
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The COVID-19 pandemic introduced a new, dynamic environment that made predictions of all kinds more complex and challenging. At Amazon, this uncertainty ...

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reMARS revisited: Net zero carbon goal and Amazon’s fulfillment network
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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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How Amazon Robotics is working on new ways to eliminate the need for barcodes
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The barcode has been in use for nearly 50 years. It’s ubiquitous and all but infallible.For Amazon, that’s not quite good enough.When an item comes into an ...

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

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