Karley Marty Yoder

Title: The Innovative Contributions of Karley Marty Yoder

Introduction

Karley Marty Yoder is a prominent inventor based in Oakland, California. She has made significant strides in the field of machine learning, particularly in the area of active surveillance and learning for model authoring and deployment. Her work is characterized by a commitment to advancing technology and improving workflows in machine learning applications.

Latest Patents

Karley holds a patent for "Active surveillance and learning for machine learning model authoring and deployment." This patent describes techniques for performing active surveillance and learning within machine learning model workflows. The method involves applying a primary machine learning model, trained on a specific dataset, to data samples that were excluded from the training dataset. This process generates inferences based on those data samples. Additionally, the method employs various active surveillance techniques to regulate the performance of the primary model, ensuring its effectiveness in generating accurate inferences.

Career Highlights

Karley is currently associated with GE Precision Healthcare LLC, where she continues to innovate and contribute to the field of healthcare technology. Her expertise in machine learning and model deployment has positioned her as a valuable asset in her organization.

Collaborations

Throughout her career, Karley has collaborated with talented individuals such as Junpyo Hong and Venkata Ratnam Saripalli. These collaborations have further enriched her work and expanded the impact of her innovations.

Conclusion

Karley Marty Yoder's contributions to machine learning and healthcare technology exemplify her dedication to innovation. Her patent and ongoing work at GE Precision Healthcare LLC highlight her role as a leading inventor in her field.