Intellectual Property India Publishes Patent Application for Computer-Implemented System And Method For Cause Discrimination Validation Of Perturbation- Based Machine_learning Explanations

MUMBAI, India, Nov. 6 -- Intellectual Property India has published a patent application (202641127899 A) filed by Dr. Jessy Sujana G; Aryan Murari; Abhinav Santhosh; Amitabh Thomas Saji; and Ravi Vishnu D on October 27, 2026, for Computer-Implemented System And Method For Cause Discrimination Validation Of Perturbation- Based Machine_learning Explanations.

Inventors include Dr. Jessy Sujana G; Aryan Murari; Abhinav Santhosh; Amitabh Thomas Saji; and Ravi Vishnu D.

The application for the patent was published on November 06, 2026, under issue no. 45/2026.

Abstract: ABSTRACT A computer-implemented method of evaluating a perturbation-driven feature-attribution explanation is used to determine causes of validation failure. The validation ass...