Company Filing History:
Years Active: 2024-2025
Title: The Innovative Contributions of Jiashang Liu
Introduction
Jiashang Liu is a prominent inventor based in Kirkland, WA (US). He has made significant contributions to the field of machine learning and data processing. With a total of 3 patents to his name, Liu's work focuses on advanced forecasting methods and anomaly detection techniques.
Latest Patents
One of Liu's latest patents is titled "Machine learning super large-scale time-series forecasting." This innovative method allows for the forecasting of time-series data by executing operations on data processing hardware. The process includes receiving a forecasting query from a user and obtaining a set of training data from current time-series data. Liu's method trains two sub-models of a forecasting model using different portions of the training data, ultimately forecasting future data based on the current set.
Another notable patent is "Anomaly detection with local outlier factor." This method involves receiving an anomaly detection query from a user and determining anomalies within a dataset. Liu's approach utilizes a local outlier factor (LOF) algorithm to train a model that assesses local deviation scores for each example in the dataset. If the scores meet a certain threshold, the respective examples are identified as anomalous and reported to the user.
Career Highlights
Jiashang Liu is currently employed at Google Inc., where he continues to push the boundaries of innovation in machine learning. His work has garnered attention for its practical applications in various industries, enhancing the capabilities of data analysis and forecasting.
Collaborations
Liu has collaborated with notable colleagues, including Xi Cheng and Zichuan Ye. Their combined expertise contributes to the advancement of technology in their respective fields.
Conclusion
Jiashang Liu's contributions to machine learning and data processing are noteworthy, with his patents reflecting a commitment to innovation. His work at Google Inc. and collaborations with esteemed colleagues further solidify his impact in the tech industry.