This inventor holds 4 USPTO granted patents and 3 published patent applications. Top assignee: Sri International. Active years: 2021-2024.
Location History:
- Alderley, AU (2021 - 2023)
- Everton Park, AU (2024)
Company Filing History:
Years Active: 2021-2024
Title: The Innovative Contributions of Mitchell Leigh McLaren
Introduction
Mitchell Leigh McLaren is a notable inventor based in Alderley, Australia. He has made significant contributions to the field of technology, particularly in machine learning and audio-based systems. With a total of 4 patents to his name, McLaren continues to push the boundaries of innovation.
Latest Patents
One of McLaren's latest patents is titled "Machine learning model capability assessment." This invention involves a system that includes a storage device and processing circuitry. The processing circuitry is designed to receive information indicative of a media dataset corresponding to an object. It analyzes the media dataset to compute a corresponding set of operating condition weight values. Furthermore, it compares these values with a plurality of reference operating condition weight values to determine the capability of a trained machine learning model to verify the object correctly.
Another significant patent is "Trial-based calibration for audio-based identification, recognition, and detection system." This technology includes methods for generating a calibration model using data that matches the conditions of a specific trial. It involves an automated comparison of data samples and includes improved methods for selecting candidate data to build the calibration model. The technology also evaluates the performance of the calibration model and employs regularization and automated data generation techniques to enhance its robustness.
Career Highlights
Mitchell McLaren is currently associated with SRI International, where he applies his expertise in developing innovative technologies. His work has been instrumental in advancing the capabilities of machine learning and audio recognition systems.
Collaborations
Some of McLaren's notable coworkers include Aaron Dennis Lawson and Harry Bratt. Their collaborative efforts contribute to the innovative environment at SRI International.
Conclusion
Mitchell Leigh McLaren's contributions to technology through his patents and work at SRI International highlight his role as a leading inventor in the field. His innovative solutions continue to shape the future of machine learning and audio-based systems.