Customer-obsessed science


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May 19, 2022Amazon Athena reduces query execution time by 14% by eliminating redundant operations.
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May 17, 2022Papers focus on speech conversion and data augmentation — and sometimes both at once.
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May 12, 2022Multimodal training, signal-to-interpretation, and BERT rescoring are just a few topics covered by Amazon’s 21 speech-related papers.
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May 22 - 27, 2022
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May 22 - 27, 2022
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May 20, 2022Guido Imbens elected to the National Academy of Sciences; Alberto Abadie elected to American Academy of Arts and Sciences.
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May 18, 2022Two authors of Amazon Redshift research paper that will be presented at leading international forum for database researchers reflect on how far the first petabyte scale cloud data warehouse has advanced since it was announced ten years ago.
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May 16, 2022Matt Taddy, vice president of Amazon’s Private Brands business, is the coauthor of Modern Business Analytics: Practical Data Science for Decision Making, a primer for those who want to gain the skills to use data science to help make decisions in business and beyond.
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May 12, 2022NAIAC will advise the president on a range of issues related to artificial intelligence.
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International Conference on Optimization and Decision Science2022Workorder scheduling is a type of Resource allocation problem which is NP-complete. Workorder scheduling related to maintenance work becomes more challenging because of the inherent complexity of e-commerce facilities owing to various local requirements and variety of equipments viz.electrical, mechanical and electro-mechanical etc. Hence, we formulated the problem by using multiple decision variables to
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AISTATS 20222022In many contexts it is useful to predict the number of individuals in some population who will initiate a particular activity during a given period. For example, the number of users who will install a software update, the number of customers who will use a new feature on a website or who will participate in an A/B test. In practical settings, there is heterogeneity amongst individuals with regard to the
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ISSTA 20222022Verification toolchains are widely used to prove the correctness of critical software systems. To build confidence in their results, it is important to develop testing frameworks that help detect bugs in these toolchains. Inspired by the success of fuzzing in finding bugs in compilers and SMT solvers, we have built the first fuzzing and differential testing framework for Dafny, a high-level programming
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ACL 2022 Workshop on NLP for Conversational AI2022Language understanding in speech-based systems has attracted extensive interest from both academic and industrial communities in recent years with the growing demand for voice-based applications. Prior works focus on independent research by the automatic speech recognition (ASR) and natural language processing (NLP) communities, or on jointly modeling the speech and NLP problems focusing on a single dataset
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2022We introduce AdaMix, an adaptive differentially private algorithm for training deep neural network classifiers using both private and public image data. While pre-training language models on large public datasets has enabled strong differential privacy (DP) guarantees with minor loss of accuracy, a similar practice yields punishing trade-offs in vision tasks. A few-shot or even zero-shot learning baseline
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May 05, 2022The UCLA Science Hub seeks to address challenges to humanity through research using artificial intelligence, bringing together academic and industry scientists.
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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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April 07, 2022The JHU + Amazon Initiative for Interactive AI (AI2AI) will be housed in the Whiting School of Engineering.
Working at Amazon
View allMeet the people driving the innovation essential to being the world’s most customer-centric company.
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May 09, 2022"I hope we have accelerated HIV vaccine development by providing findings that we and others can build on."
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May 03, 2022How a math-loving student travelled 7,000 miles to pursue a passion and wound up becoming an applied scientist.
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May 02, 2022Former Amazon intern George Boateng is using machine learning and mobile tech to bridge Africa’s digital divide.