Company Filing History:
Years Active: 2020-2021
Title: Kexin Nie: Innovator in Machine Learning Anomaly Detection
Introduction
Kexin Nie is a prominent inventor based in Sunnyvale, CA (US). He has made significant contributions to the field of machine learning, particularly in the area of anomaly detection. With a total of 2 patents, Kexin has developed innovative technologies that enhance the performance and reliability of machine learning models.
Latest Patents
Kexin's latest patents include "Machine Learning Model Monitoring" and "Auto-Tune Anomaly Detection." The "Machine Learning Model Monitoring" patent focuses on technologies for monitoring the performance of a machine learning model. This involves receiving digital time series data for a feature metric and using an unsupervised anomaly detection function to identify anomalies. The process includes labeling detected anomalies and modifying the machine learning model based on the findings.
The "Auto-Tune Anomaly Detection" patent provides techniques for auto-tuning anomaly detection. It involves training a model based on a subset of training data that includes severity-duration pairs. The model generates scores for different training instances and identifies a minimum score to ensure a specific recall rate. If a particular severity-duration pair exceeds this minimum score, a notification of an anomaly is generated.
Career Highlights
Kexin Nie is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of machine learning. His work has been instrumental in advancing the capabilities of anomaly detection systems, making them more efficient and effective.
Collaborations
Kexin collaborates with talented individuals such as Yang Yang and Yanbin Jiang, contributing to a dynamic and innovative work environment.
Conclusion
Kexin Nie's contributions to machine learning and anomaly detection are noteworthy. His patents reflect a commitment to improving technology and enhancing user experiences. Through his work at Microsoft Technology Licensing, LLC, Kexin continues to push the boundaries of innovation in the tech industry.