In February, in furtherance of an ongoing effort to create enduring pipelines of diverse science talent and differentiated research, Amazon announced a ...

In November, Amazon announced that nine teams from around the globe were selected to participate in the Alexa Prize SocialBot Grand Challenge 5 (SGC 5), a ...

Cedar is a new authorization-policy language used by the Amazon Verified Permissions and AWS Verified Access managed services, and we recently released it ...

Deep-learning models are data driven, and that data may contain sensitive information that requires privacy protection. Differential privacy (DP) is a ...

Early in her career, computer scientist Marinka Zitnik confronted a biomedical mystery: among 12,000 genes, which handful played a role in the response of a ...

Commercial applications of deep learning have been making headlines for years — never more so than this spring. More surprisingly, deep-learning methods ...

Lihong Li, a senior principal scientist in Amazon Ads, has won the 2023 Seoul Test of Time award for the 2010 paper “A Contextual-Bandit Approach to ...

Like many other machine learning applications, neural machine translation (NMT) benefits from overparameterized deep neural models — models so large that ...

For years, Amazon researchers have been exploring the topic of extreme multilabel classification (XMC), or classifying inputs when the space of possible ...

Sometimes, good luck wears bad luck's clothing — and that was certainly the case in 2015 for the young electrical and computer engineer Supreeth ...

Many of today’s most innovative computation-based products and solutions are fueled by data. Where those data are private, it is essential to protect them ...

As usual at the International Conference on Acoustics, Speech, and Signal Processing (ICASSP), a plurality of Amazon’s accepted papers concentrate on ...