Location History:
- Lafayette, IN (US) (2020 - 2021)
- San Jose, CA (US) (2023)
Company Filing History:
Years Active: 2020-2023
Title: Innovator Spotlight: Javier Ribera Prat
Introduction
Javier Ribera Prat, an accomplished inventor based in Lafayette, IN, has made significant contributions to the field of machine learning and image testing. With a total of three patents to his name, his work demonstrates a commitment to improve technology and a passion for innovation.
Latest Patents
Javier's latest patents include groundbreaking technologies that enhance the accuracy of machine learning models. His patent titled "System and method to improve accuracy of regression models trained with imbalanced data" involves a method for training a machine learning model that addresses the challenges posed by imbalanced data sets. This invention emphasizes computing label density and employing a weight function to generate a weighted loss function, aiding in the training of more accurate models.
Another notable patent from Javier is focused on "Measures for image testing." This system is designed to apply specific display properties to both test and reference images, allowing for an assessment of human perceivable differences using a human eye model. Such innovations hold great promise for visual technology applications.
Career Highlights
Javier is currently employed by Samsung Display Co., Ltd., a leading company in the display technology sector. His expertise in machine learning and image processing significantly contributes to the company's innovation efforts. Throughout his career, he has focused on developing solutions that blend advanced technological capabilities with practical applications.
Collaborations
In his endeavors, Javier has collaborated with notable professionals in the field, including Gregory William Cook and Shiva Moballegh. These partnerships highlight his commitment to working within teams to drive innovation and facilitate the development of impactful technologies.
Conclusion
Javier Ribera Prat’s contributions to technology through his patents not only showcase his talent as an inventor but also reflect a larger trend of advancements in machine learning and image technology. His work at Samsung Display Co., Ltd. continues to inspire those in the field of innovation, as he pushes the boundaries of what is possible through inventive solutions.