ALEXANDRIA, Va., Dec. 9 -- United States Patent no. 12,493,822, issued on Dec. 9, was assigned to Bank of America Corp. (Charlotte, N.C.).
"Reducing computational burden on machine learning processes by detecting non-linear relationships" was invented by Maharaj Mukherjee (Poughkeepsie, N.Y.) and Prashant Thakur (Gujarat, India).
According to the abstract* released by the U.S. Patent & Trademark Office: "Apparatus and methods for detecting non-linear data dependencies in machine learning are provided. The methods may include receiving a data set comprising a plurality of data features, the data set for processing by a machine learning model operating on a machine learning system. The methods may also include plotting the data set in multi...