Company Filing History:
Years Active: 2019-2024
Title: Innovations of Peter Lofgren in Network Assessment
Introduction
Peter Lofgren, an inventive mind based in Palo Alto, CA, has significantly contributed to the field of technology with ten patents to his name. His work is focused on innovative systems and methods for assessing metrics related to entities within a network.
Latest Patents
Among his latest innovative contributions, one notable patent involves using one or more networks to assess metrics associated with an entity. This patent describes a system that predicts a metric value for an entity linked to a query node in a network graph. By leveraging a user's profile as a query node, it estimates metrics based on the connections that node has with a whitelist of "good" users or a blacklist of "bad" users, or both. The approaches involve weighting nodes and edges to determine a final score, which could be employed for various actions like transactions or classifications.
Another recent patent centers on shared learning across separate entities with private data features. This entails using transfer learning paradigms, allowing different parties to classify data without needing to access sensitive information from one another. By training a model on internal data and sharing scores or intermediate representations, entities can collaborate effectively while maintaining their data privacy. This model facilitates the classification of unlabeled events or items based on shared learning without revealing critical features.
Career Highlights
Peter currently works at Stripe, Inc., playing a pivotal role in advancing financial technologies. His tenure at Stripe has allowed him to push the boundaries of what is possible in network analysis and transaction processing.
Collaborations
At Stripe, Peter collaborates with fellow innovators Ashish Goel and Pranav Dandekar. Together, they work on developing cutting-edge solutions that enhance user experiences and improve operational efficiencies within the financial sector.
Conclusion
In conclusion, Peter Lofgren's innovative patents reflect his expertise in network assessment and classification methodologies. His contributions to Stripe and collaboration with notable colleagues continue to pave the way for advancements in technology, highlighting his integral role in the industry.