Ellen R Kolsto

Title: Ellen R Kolsto: Innovator in Quantum Circuits and Machine Learning Visualization

Introduction

Ellen R Kolsto is a prominent inventor based in Austin, TX (US). She has made significant contributions to the fields of quantum circuits and machine learning visualization. With a total of 2 patents, her work is at the forefront of technological innovation.

Latest Patents

Ellen's latest patents include a visualization scheme of noise in a quantum circuit. This patent describes systems, computer-implemented methods, and computer program products that facilitate the generation of a visualization scheme of noise in a quantum circuit. The system comprises a processor that executes computer executable components stored in memory. These components include a calculation component that calculates a noise state of a layer in a quantum circuit and a visualization component that renders a visual representation of the noise state at that layer.

Another notable patent is focused on visualizing machine learning model performance for non-technical users. This invention provides a method, system, and computer program product for visualizing a machine learning model. It involves receiving a confusion matrix and model performance metric data from a classification model. For each data point in the confusion matrix, a corresponding pixel is generated, which are then grouped into clusters representing labels in the confusion matrix. A centroid is generated for each cluster, and a misclassification indicator arrow is created for each misclassified data point, indicating both the predicted and actual classes.

Career Highlights

Ellen R Kolsto is currently employed at International Business Machines Corporation (IBM). Her work at IBM has allowed her to explore innovative solutions in her fields of expertise.

Collaborations

Ellen has collaborated with notable coworkers such as Mark Marrara and Joel Russell Huffman. Their combined efforts contribute to the advancement of technology in their respective areas.

Conclusion

Ellen R Kolsto is a trailblazer in the realms of quantum circuits and machine learning visualization. Her patents reflect her commitment to innovation and her ability to create impactful technological solutions.