Patents by Inventor Sarah Ankaret Anderson Dean

Sarah Ankaret Anderson Dean has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20220405621
    Abstract: Recommender systems often rely on models which are trained to maximize accuracy in predicting user preferences. When the systems are deployed, these models determine the availability of content and information to different users. The gap between these objectives gives rise to a potential for unintended consequences, contributing to phenomena such as filter bubbles and polarization. An analysis of information availability through the lens of user recourse includes a computationally efficient audit for top-N matrix factorization recommender models and may be used for adapting recommender modules to meet targets for model performance parameters within defined contexts.
    Type: Application
    Filed: June 4, 2022
    Publication date: December 22, 2022
    Inventors: Sarah Ankaret Anderson Dean, Sarah J. Rich, Benjamin Recht