Company Filing History:
Years Active: 2021-2025
Title: Innovations by Kimberly C. Lang
Introduction
Kimberly C. Lang is a notable inventor based in Yorktown Heights, NY (US). She has made significant contributions to the field of machine learning and anomaly detection, holding a total of 2 patents. Her work focuses on developing advanced methods and systems that enhance product formulation and improve the efficiency of anomaly alarm consolidation.
Latest Patents
One of her latest patents is titled "Method, system, and computer program product for representational machine learning for product formulation." This invention provides a method that accesses a set of product formulas, each containing ingredient tuples. A directed graph is generated from these formulas, which includes a node for each ingredient. The method further generates a weighted graph and an embedding model based on the directed graph, allowing for low-dimensional numerical vector representation of each node.
Another significant patent by Kimberly is "Consolidating anomaly root causes and alarms using graphical Granger models." This method involves detecting multiple anomalies in time-series data from an IT infrastructure. It identifies root-cause candidates for each anomaly and generates alarms through scenario analysis. The method utilizes a graphical Granger causal model to predict future expected values and performs belief propagation to determine attributed root-causes for the alarms.
Career Highlights
Kimberly C. Lang is currently employed at International Business Machines Corporation (IBM), where she continues to innovate and contribute to her field. Her work at IBM has positioned her as a key player in the development of cutting-edge technologies.
Collaborations
Throughout her career, Kimberly has collaborated with esteemed colleagues, including Naoki Abe and Jinwoo Shin. These collaborations have further enriched her research and development efforts.
Conclusion
Kimberly C. Lang's contributions to machine learning and anomaly detection exemplify her innovative spirit and dedication to advancing technology. Her patents reflect her expertise and commitment to solving complex problems in her field.
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.