ALEXANDRIA, Va., Feb. 24 -- United States Patent no. 12,561,614, issued on Feb. 24, was assigned to Bank of America Corp. (Charlotte, N.C.).
"Smart sampling of noisy labels using artificial intelligence" was invented by Yvonne Li (Jersey City, N.J.), Aaron Blogg (New York), Nizar Naitlho (Jersey City, N.J.) and Nitesh N. Kadakia (Mountainside, N.J.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects of the disclosure relate to smart sampling of noisy labels using artificial intelligence. A computing platform may receive a dataset of primarily unlabeled data points. The computing platform may apply undersampling to the unlabeled data points to reduce imbalance. The computing platform may assign a candidate...