Location History:
- San Diego, CA (US) (1977)
- Las Vegas, NV (US) (1997)
- Londonderry, NH (US) (2022 - 2023)
Company Filing History:
3 out of 73 
2 out of 832,966 Years Active: 1977-2023
Title: Innovations of Paul Green
Introduction
Paul Green is an accomplished inventor based in Londonderry, NH (US). He has made significant contributions to the field of machine learning, holding a total of 5 patents. His work focuses on innovative methods that enhance data privacy while utilizing distributed algorithms.
Latest Patents
Among his latest patents is a "Distributed Machine Learning Engine." This invention describes a novel distributed method for machine learning, where the algorithm operates on multiple data silos, ensuring the privacy of the data within each silo. The attributes of the data and the features themselves are kept private, allowing for secure processing. The method includes a distributed learning algorithm that co-populates data spaces with artificial, evenly distributed data. These data spaces are then divided into smaller portions, comparing the number of real and artificial data points. Clusters with unevenly distributed real data are discarded through an iterative process. Final quality control measurements are used to merge clusters that are too similar, and these measures are combined from each data silo to derive an overall quality control metric.
Another notable patent is the "Machine Learning Engine Using a Distributed Predictive Analytics Data Set." This invention shares similar principles with the previous one, focusing on maintaining data privacy while employing a distributed learning algorithm. The process involves co-populating data spaces with artificial data and iteratively refining clusters to ensure meaningful analysis.
Career Highlights
Paul Green has worked with various companies, including Bottomline Technologies Limited. His experience in the industry has allowed him to develop and refine his innovative ideas, contributing to advancements in machine learning technologies.
Collaborations
Throughout his career, Paul has collaborated with notable individuals such as Jerzy Bala and Robin P Brown. These partnerships have likely enriched his work and led to further innovations in his field.
Conclusion
Paul Green's contributions to machine learning through his patents demonstrate his commitment to innovation and data privacy. His work continues to influence the landscape of technology, paving the way for future advancements.