MUMBAI, India, July 31 -- Intellectual Property India has published a patent application (202541004788 A) filed by Hewlett Packard Enterprise Development Lp on January 21, 2025, for Perturbation Analytics Of Machine Learning Models.
Inventors include Gill, Mantej Singh; Babulal, Anil; Kumar, Tarun; and Sathyanarayanamurthy, Dhamodhran.
The application for the patent was published on July 24, 2026, under issue no. 30/2026.
Abstract: Systems and methods are provided for implement a perturbation technique of a subset of input time series data (e.g., a “motif”) provided to a machine learning model to help determine the effect of the motif on the inference of the model, absent any knowledge of the weights/biases corresponding with that partic...