This inventor holds 1 USPTO granted patent. Top assignee: Kabushiki Kaisha Toshiba. Active years: 2025.
Company Filing History:
Years Active: 2025
Title: Pietro E Carnelli: Innovator in Machine Learning Communication
Introduction
Pietro E Carnelli is a notable inventor based in Bristol, GB. He has made significant contributions to the field of machine learning, particularly in the communication of model parameters. His innovative approach has the potential to enhance the efficiency of machine learning systems.
Latest Patents
Pietro holds a patent for a method titled "Communicating machine learning model parameters." This invention involves a technique for transmitting a plurality of numerical parameter updates from a first node to a second node. The method includes dividing each parameter update into a primary segment and additional segments, prioritizing the primary segment that has the greatest influence on the parameter's value. A primary packet is constructed to contain these primary segments, while additional packets include the other segments. This structured approach allows for the primary packet to be transmitted with higher priority, ensuring efficient communication.
Career Highlights
Pietro is currently associated with Kabushiki Kaisha Toshiba, where he applies his expertise in machine learning and communication technologies. His work at Toshiba reflects his commitment to advancing technological solutions in the industry.
Collaborations
Pietro collaborates with talented individuals such as Nan Jiang and Usman Raza. Their combined efforts contribute to the innovative projects at Toshiba, fostering a collaborative environment that encourages creativity and technological advancement.
Conclusion
Pietro E Carnelli's contributions to machine learning communication exemplify the impact of innovative thinking in technology. His patent and work at Toshiba highlight his role as a forward-thinking inventor in the field.