This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: International Business Machines Corporation. Active years: 2023-2024.
Company Filing History:
Years Active: 2023-2024
Title: Innovations of Prem Piyush Goyal
Introduction
Prem Piyush Goyal is an accomplished inventor based in Hyderabad, Telangana, India. He has made significant contributions to the field of machine learning and artificial intelligence. With a total of 2 patents to his name, Goyal is recognized for his innovative approaches to enhancing prediction accuracy and refining datasets.
Latest Patents
Goyal's latest patents include a method for providing predictions based on a prediction accuracy model using machine learning. This method involves generating prediction training data based on training predictions and their corresponding probabilities. A classifier of a machine-learning model generates these training predictions. The method also trains a prediction accuracy model to assess the correctness of the training predictions. Furthermore, it generates predictions in response to client transactions and evaluates their accuracy using the prediction accuracy model.
Another notable patent focuses on methods for refining datasets to accurately represent the output of an artificial intelligence model. This computer-implemented method generates a plurality of data points to interpret the decisions made by an AI model. It identifies a subset of data points that meet specific constraints and applies a linear model to this subset. The outcome is the generation of insights that illustrate the AI model's decisions.
Career Highlights
Prem Piyush Goyal is currently employed at International Business Machines Corporation, commonly known as IBM. His work at IBM has allowed him to collaborate with other talented professionals in the field, contributing to advancements in technology and innovation.
Collaborations
Some of Goyal's notable coworkers include Manish Anand Bhide and Venkata R Madugundu. Their collaborative efforts have further enhanced the innovative projects they are involved in.
Conclusion
Prem Piyush Goyal is a prominent inventor whose work in machine learning and artificial intelligence has led to valuable patents. His contributions continue to shape the future of technology and innovation.