Company Filing History:
Years Active: 2015-2018
Title: Innovations of Patrick Aboyoun
Introduction
Patrick Aboyoun is an accomplished inventor based in Seattle, WA (US). He has made significant contributions to the field of artificial intelligence and data processing, holding a total of 4 patents. His work focuses on enhancing the efficiency and accuracy of machine learning models and large-scale data transformations.
Latest Patents
One of his latest patents is titled "Minimizing global error in an artificial neural network." This invention provides computer systems, machine-implemented methods, and stored instructions aimed at minimizing an approximate global error in an artificial neural network. The network is designed to predict model outputs based on one or more model inputs. A model manager is utilized to store the artificial neural network model and minimize the global error through the evaluation of a mixed integer linear program. This program determines weights between artificial neurons while accounting for piecewise linear activation functions.
Another notable patent is "Exploiting parallelism in exponential smoothing of large-scale discrete datasets." This invention includes a system and computer program product for large-scale data transformations. It features a smoothing engine within an R environment that configures at least one master task and multiple worker tasks. A chunk calculator divides a series of data values into portions, which are assigned as workloads to the worker tasks. This innovative approach allows for efficient calculations of state values, ultimately leading to the prediction of trends.
Career Highlights
Patrick Aboyoun is currently employed at Oracle International Corporation, where he continues to develop cutting-edge technologies. His expertise in artificial intelligence and data processing has positioned him as a valuable asset to the company.
Collaborations
Throughout his career, Patrick has collaborated with talented individuals such as Denis B Mukhin and Vaishnavi A Sashikanth. These collaborations have further enriched his work and contributed to the advancement of innovative solutions in his field.
Conclusion
Patrick Aboyoun's contributions to artificial intelligence and data processing through his patents demonstrate his commitment to innovation. His work continues to influence the development of more efficient and accurate machine learning models.