Riley F Edmunds

Title: Innovations by Riley F. Edmunds

Introduction

Riley F. Edmunds is an accomplished inventor based in River Forest, IL (US). She has made significant contributions to the field of technology, particularly in the area of anomaly detection through innovative methods and systems.

Latest Patents

Riley F. Edmunds holds a patent for a "System and method for hierarchical deep semi-supervised embeddings for dynamic targeted anomaly detection." This invention provides a method and system that distinguishes between anomalous members of a majority group and members of a target group. The system utilizes a neural network architecture that attends to each level of a classification hierarchy. It chains a semi-supervised autoencoder with a supervised classifier neural network. The autoencoder is trained in a semi-supervised manner to identify user profile data typical of a majority class. Meanwhile, the classifier neural network is trained in a supervised manner to distinguish between user profile data that are anomalous members of the majority class and those that belong to the target class. Riley has 1 patent to her name.

Career Highlights

Riley F. Edmunds is currently employed at Intuit, Inc., where she applies her expertise in machine learning and neural networks. Her work focuses on developing advanced systems that enhance data analysis and anomaly detection.

Collaborations

Riley collaborates with Efraim David Feinstein, contributing to innovative projects and research initiatives within their organization.

Conclusion

Riley F. Edmunds is a notable inventor whose work in anomaly detection showcases her innovative spirit and technical expertise. Her contributions continue to impact the field of technology positively.