ALEXANDRIA, Va., July 7 -- United States Patent no. 12,675,690, issued on July 7, was assigned to NUTANIX INC. (San Jose, Calif.).

"Anomaly detection with model hyperparameter selection" was invented by Debojyoti Dutta (Santa Clara, Calif.) and Rajat Ghosh (San Jose, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Anomaly detection includes receiving, for one or more data points of a data set, an anomaly label indicating whether the one or more data points is an anomaly; generating, using a first machine learning model, one or more hyperparameters based on the one or more data points and the anomaly label; and training a second machine learning model to determine anomalies in the data set, wherein the ...