The success of deep learning is a testament to the power of statistical correlation: if certain image features are consistently correlated with the label ...

In the Internet age, many computational tasks involve finding a handful of solutions in an enormous space of candidates. Question-answering systems, for ...

Two Amazon Scholars recently have been elected to prestigious science organizations that promote the advancement of science for the public good.Dirk ...

Until relatively recently, a major concern of machine learning research was feature engineering, or determining which aspects of a machine learning model’s ...

In January, eight scientists were named as 2021 Amazon AI4Science Fellows at Caltech, the world-renowned science and engineering research institution based ...

We are excited to announce the first Workshop on Synthetic Data Generation, to be held virtually at ICLR 2021 on May 7, 2021.Synthetic data is a powerful ...

To understand how to best serve customers around the world, it’s essential to have employees with diverse and unique perspectives. Muthoni Ngatia certainly ...

(Editor’s Note: This is the second in a series of articles Amazon Science is publishing related to the science behind products and services from companies ...

The first Amazon Web Services (AWS) Machine Learning Summit on June 2 will bring together customers, developers, and the science community to learn about ...

Explainability is an important research topic in AI today. If we’re going to trust deep-learning systems to make decisions for us, we often want to know why ...