ALEXANDRIA, Va., June 12 -- United States Patent no. 12,299,965, issued on May 13, was assigned to DATALOOP LTD. (Herzliya, Israel).
"Machine learning training dataset optimization" was invented by Or Shabtay (Tel-Aviv, Israel) and Eran Shlomo (Zichron Yaakov, Israel).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method comprising: receiving a dataset comprising a plurality of data instances; extracting a feature vector representation of each of the data instances in the dataset; choosing a first data instance for adding to a subset of the dataset, wherein the first data instance is removed from the dataset; performing an iterative process comprising: (i) identifying one of the data instances in the datase...