Pierre L Dognin

Title: Innovations of Pierre L Dognin

Introduction

Pierre L Dognin is a notable inventor based in White Plains, NY (US). He holds a total of 8 patents, showcasing his contributions to the field of technology and innovation. His work primarily focuses on advanced methods and systems that enhance data processing and machine learning.

Latest Patents

Among his latest patents is the "Wasserstein barycenter model ensembling." This invention involves a method, system, and apparatus for ensembling models that predict different sets of attributes. It includes inputting a set of models, determining a source set of attributes and a target set of attributes using a barycenter with an optimal transport metric, and determining a consensus among the models. Another significant patent is the "Dual learning bridge between text and knowledge graph." This invention provides systems, computer-implemented methods, and computer program products to facilitate a dual learning bridge between text and a knowledge graph. The system comprises a processor that executes components stored in memory, including a model component that learns associations between text data and a knowledge graph.

Career Highlights

Pierre has worked with prominent companies such as International Business Machines Corporation (IBM) and Nuance Communications, Inc. His experience in these organizations has contributed to his expertise in developing innovative solutions.

Collaborations

Some of his notable coworkers include Vaibhava Goel and Igor Melnyk. Their collaboration has likely fostered an environment of creativity and innovation.

Conclusion

Pierre L Dognin's contributions to technology through his patents and collaborations highlight his significant role as an inventor. His work continues to influence advancements in machine learning and data processing.