US Patent Issued to GM CRUISE HOLDINGS on Nov. 11 for "Using sliced data to evaluate machine learning models used for autonomous vehicle operation" (California, Washington Inventors)

ALEXANDRIA, Va., Nov. 11 -- United States Patent no. 12,466,431, issued on Nov. 11, was assigned to GM CRUISE HOLDINGS LLC (San Francisco).

"Using sliced data to evaluate machine learning models used for autonomous vehicle operation" was invented by Shuai Zheng (Santa Clara, Calif.), Amirreza Shaban (Bellevue, Wash.) and Sachithra Hemachandra (Sunnyvale, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Machine learning models for controlling AV operations may be evaluated based on sliced data. A feature category critical for an environmental condition may be identified. The environmental condition is a condition in an environment where an AV performs an operation. A sub-dataset, which comprises sensor d...