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A gentle introduction to automated reasoning
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This week, Amazon Science added automated reasoning to its list of research areas. We made this change because of the impact that automated reasoning is ...

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NeurIPS luminaries on the future of AI
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On the cusp of this year’s NeurIPS conference, three AI luminaries and Amazon-affiliated researchers — all of whom have given the conference’s major named ...

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“Alexa, let’s work together” is now live!
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Are you looking to work at the forefront of Machine Learning and AI? Would you be excited to apply ...

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Developing a model to offer fashion products that cater to diverse tastes
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One ongoing challenge faced by online retailers is how to optimally select the subset of fashion products to offer and how much inventory to procure before ...

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Amazon presents new method for “debugging” machine learning models
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Machine learning models are usually tested on held-out data from their training sets. But when data distributions in the real world diverge from those in ...

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Garegin Papoian’s quest to model an elusive class of proteins
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How do molecules come together and start to behave like a living system? This is the type of question that drives Garegin Papoian’s research. At the ...

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Using machine learning to reduce costs, increase accuracy, and improve access in healthcare
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Gari Clifford is an academic who keeps his eyes fixed on real-world problems. His work in machine learning and signal processing is centered on improving ...

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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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Amazon pushes the boundaries of extreme multilabel classification
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In the past few years, we’ve published a number of papers about extreme multilabel classification (XMC), or classifying input data when the number of ...

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Amazon quantum scientists and academics discuss the challenge and the promise of quantum computing
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Are you looking to work at the forefront of Machine Learning and AI? Would you be excited to apply ...

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