Jamie Morgenstern

Feb 2, 2024 | arxiv.org | Jamie Morgenstern |John Dickerson

Dec 12, 2023 | amazon.science | Martin Lopez |Shuai Tang |Michael Kearns |Jamie Morgenstern

Machine learning (ML) has been strategic to Amazon from the early years. We are pioneers in areas such as recommendation engines, product search, eCommerce fraud detection, and large-scale optimization of fulfillment center operations. The Generative AI team helps AWS customers accelerate the use of Generative AI to solve business and operational challenges and promote innovation in their organization.

Jul 7, 2023 | arxiv.org | Zhiwei Steven |Shuai Tang |Michael Kearns |Jamie Morgenstern

Membership inference attacks are designed to determine, using black box access to trained models, whether a particular example was used in training or not. Membership inference can be formalized as a hypothesis testing problem.