US Patent Issued to International Business Machines, Universite de Montreal on June 30 for "Generating locally invariant explanations for machine learning" (Canadian, American, Indian Inventors)

ALEXANDRIA, Va., July 16 -- United States Patent no. 12,670,439, issued on June 30, was assigned to International Business Machines Corp. (Armonk, N.Y.) and Universite de Montreal (Montreal).

"Generating locally invariant explanations for machine learning" was invented by Amit Dhurandhar (Yorktown Heights, N.Y.), Karthikeyan Natesan Ramamurthy (Pleasantville, N.Y.), Kartik Ahuja (Montreal) and Vijay Arya (Gurgaon, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "Techniques for generating explanations for machine learning (ML) are disclosed. These techniques include identifying an ML model, an output from the ML model, and a plurality of constraints, and generating a plurality of neighborhoods relating to...