Company Filing History:
Years Active: 2025
Title: **Lukas Kapp-Schwoerer: Innovator in Graph Machine Learning**
Introduction
Lukas Kapp-Schwoerer, a talented inventor located in Redwood City, CA, has made a significant contribution to the field of graph machine learning. With a focus on distributed systems, he has developed innovative solutions that enhance the efficiency of machine learning processes.
Latest Patents
Lukas holds one patent titled "Distributed Multi-Hop Neighborhood Extraction for Graph Machine-Learning via Push-Lazy-Push-Traversal." This patent presents a sophisticated sampling procedure that operates on a multi-hop distributed graph, where vertices are partitioned across multiple machines. The method involves a sampled path that includes vertices from different machines. Key elements of this process include efficient communication of path information, edge information, and feature information across various host machines, ensuring that data is optimally managed and processed.
Career Highlights
Lukas is currently employed at Oracle International Corporation, a leading enterprise in technology and cloud computing. His work at Oracle focuses on advancing machine learning frameworks that utilize graph structures, reflecting his expertise in innovative data processing techniques.
Collaborations
Throughout his career, Lukas has collaborated with esteemed colleagues, including Vasileios Trigonakis and Jonas Schweizer. These partnerships foster a dynamic environment for innovation, allowing them to collectively push the boundaries of what is possible in machine learning applications.
Conclusion
Lukas Kapp-Schwoerer's contributions to graph machine learning exemplify the role of inventors in shaping the future of technology. His patent illustrates a commitment to advancing distributed systems, which are pivotal for efficient data processing in today's complex technological landscape. As an innovator at Oracle International Corporation, Lukas continues to pave the way for future developments in the realm of machine learning and artificial intelligence.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.