Customer-obsessed science
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March 24, 2022Information extraction, drug discovery, and software analysis are just a few applications of this versatile tool.
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March 23, 2022Amazon researchers optimize the distributed-training tool to run efficiently on the Elastic Fabric Adapter network interface.
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March 16, 2022A machine learning model learns representations that cluster devices according to their usage patterns.
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April 10 - 14, 2022
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April 25 - 29, 2022
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April 25 - 29, 2022
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March 28, 2022Workshop provides opportunity for students to showcase their work and for connections to be established between academics and Amazon researchers.
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March 22, 2022Amazon Scholar Alexandre Belloni discusses the implications of auction design on digital goods.
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March 18, 2022The Howard and Eleanor Morgan Professor is awarded to a Cornell faculty member who has made meaningful contributions to operations research.
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March 15, 2022In-person event featuring some of the brightest leaders in science, academia, and business is planned for June 21-24 in Las Vegas
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In this paper we present a Click-through-rate (CTR) prediction model for product advertisement at Amazon. CTR prediction is challenging because the model needs to a) learn from text and numeric features, b) maintain low-latency at inference time, and c) adapt to a temporal advertisement distribution shift. Our proposed model is DCAF-BERT, a novel lightweight cache-friendly factorized model that consists
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2022Existing approaches for Structure from Motion (SfM) produce impressive 3-D reconstruction results especially when using imagery captured with large parallax. However, to create engaging video-content in movies and TV shows, the amount by which a camera can be moved while filming a particular shot is often limited. The resulting small-motion parallax between video frames makes standard geometry-based SfM
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2022Users interacting with voice assistants today need to phrase their requests in a very specific manner to elicit an appropriate response. This limits the user experience, and is partly due to the lack of reasoning capabilities of dialogue platforms and the hand-crafted rules that require extensive labor. One possible way to improve user experience and relieve the manual efforts of designers is to build an
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2022BERT based ranking models have achieved superior performance on various information retrieval tasks. However, the large number of parameters and complex self-attention operations come at a significant latency overhead. To remedy this, recent works propose late-interaction architectures, which allow precomputation of intermediate document representations, thus reducing latency. Nonetheless, having solved
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2022Voice assistants such as Alexa, Siri, and Google Assistant have become increasingly popular worldwide. However, linguistic variations, variability of speech patterns, ambient acoustic conditions, and other such factors are often correlated with the assistants misinterpreting the user’s query. In order to provide better customer experience, retrieval based query reformulation (QR) systems are widely used
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March 21, 2022Graduate Research Fellows Program, launched in 2021, supports research in automated reasoning, computer vision, robotics, language technology, machine learning, operations research, and data science.
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February 15, 2022University teams will compete to develop a bot that best responds to customer commands in a virtual world.
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March 15, 2022Amazon Research Award recipient Russ Tedrake is teaching robots to manipulate a wide variety of objects in unfamiliar and constantly changing contexts.
Working at Amazon
View allMeet the people driving the innovation essential to being the world’s most customer-centric company.
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March 17, 2022The senior product manager leading hardware and software product development at the Center for Quantum Computing wants to make fault-tolerant quantum computing a reality.
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March 03, 2022As an applied science manager at Amazon, Muthu Chandrasekaran works on new tools to automate and build a risk technology.
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March 01, 2022Part-time sabbatical plan turns into full-time role for author of five books and more than 170 research articles.