US Patent Issued to International Business Machines on Sept. 9 for "AutoML with multiple objectives and tradeoffs thereof" (Irish, American Inventors)

ALEXANDRIA, Va., Sept. 10 -- United States Patent no. 12,412,122, issued on Sept. 9, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"AutoML with multiple objectives and tradeoffs thereof" was invented by Radu Marinescu (Dublin) and Parikshit Ram (Atlanta).

According to the abstract* released by the U.S. Patent & Trademark Office: "A plurality of objectives is received for a given dataset for an automated machine learning (autoML) process. A set of tradeoffs for the plurality of objectives are received that distribute weights to respective objectives. Pipelines are provided for the dataset that optimize each of the plurality of objectives according to the set of tradeoffs."

The patent was filed on Sept. 30, 2021, un...