US Patent Issued to Oracle International on July 29 for "Adjusting outlier data points for training a machine-learning model" (Australian Inventors)

ALEXANDRIA, Va., July 30 -- United States Patent no. 12,374,322, issued on July 29, was assigned to Oracle International Corp. (Redwood Shores, Calif.).

"Adjusting outlier data points for training a machine-learning model" was invented by Yakupitiyage Don Thanuja Samodhye Dharmasiri (Melbourne, Australia), Mark Edward Johnson (Castle Cove, Australia) and Thanh Long Duong (Seabrook, Australia).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques for adjusting outlier datasets for training chatbot systems in natural language processing are disclosed. In one particular aspect, a method is provided that includes receiving a dataset that includes training or inference data. An initial set of outlier data poin...