Company Filing History:
Years Active: 2025
Title: Innovations of Joshua Patrick Gardner
Introduction
Joshua Patrick Gardner is an accomplished inventor based in Seattle, WA. He has made significant contributions to the field of technology, particularly in the area of device attribute prediction and model performance optimization. With a total of 2 patents, Gardner's work has garnered attention for its innovative approaches to complex problems.
Latest Patents
One of Gardner's latest patents is titled "Cookie space domain adaptation for device attribute prediction." This patent describes techniques for training a model using cross-domain adaptation to classify content requests from client devices that have unknown attributes. The system is designed to obtain requests for content from client devices of a first domain and a second domain. It trains a model by propagating request attributes of the first domain through the model to generate internal data and an output vector. The system then propagates request attributes of the second domain to generate additional internal data, determining the difference between the two sets of data to update the model accordingly.
Another notable patent is "Robust model performance across disparate sub-groups within a same group." This invention focuses on methods, systems, and apparatus for reducing performance differences of a model across groups and sub-groups of users with similar characteristics. The methods include identifying a loss function that represents the performance measure the model seeks to optimize during training. By modifying the loss function and training the model with this adjustment, the system can generate user characteristics and select digital components for transmission to client devices.
Career Highlights
Joshua Patrick Gardner is currently employed at Google Inc., where he continues to innovate and develop new technologies. His work has been instrumental in enhancing the performance and accuracy of models used in various applications.
Collaborations
Throughout his career, Gardner has collaborated with talented individuals such as Wei Huang and Michael Daub. These partnerships have contributed to the success of his projects and the advancement of technology in his field.
Conclusion
Joshua Patrick Gardner is a notable inventor whose work in device attribute prediction and model performance optimization has led to significant advancements in technology. His contributions at Google Inc. and his innovative patents reflect his commitment to pushing the boundaries of what is possible in the tech industry.