US Patent Issued to TATA CONSULTANCY SERVICES on Nov. 3 for "Method and system to estimate model performance without ground truth based on model decision boundaries" (Indian Inventors)

ALEXANDRIA, Va., Nov. 3 -- United States Patent no. 12,783,959, issued on Nov. 3, was assigned to TATA CONSULTANCY SERVICES Ltd. (Mumbai, India).

"Method and system to estimate model performance without ground truth based on model decision boundaries" was invented by Nirban Bose (Bangalore, India), Jayashree Arunkumar (Chennai, India) and Amit Kalele (Pune, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "This disclosure relates to method and system to estimate model performance based on model decision boundaries. Absence of ground truths in a production scenario makes difficult to estimate the model behavior and performance. The disclosed method receives a set of unlabeled datapoints as input and a set ...