Anirban Roychowdhury

Title: Anirban Roychowdhury: Innovator in Digital Content Interaction

Introduction

Anirban Roychowdhury is a notable inventor based in Columbus, OH (US). He has made significant contributions to the field of digital content interaction, holding two patents that showcase his innovative approach to addressing complex challenges in this domain.

Latest Patents

Anirban's latest patents include "Digital content interaction prediction and training that addresses imbalanced classes." This patent describes techniques for predicting user interaction with digital content by addressing imbalances in training data used for machine learning models. The process involves receiving training data that describes two classes, training a model using machine learning, and iteratively selecting batches from the sampled training data for processing by a classifier.

Another significant patent is "Content presentation based on a multi-task neural network." This invention outlines methods for predictively selecting content presentations in a client-server computing environment. The content management system detects client interactions and predicts responses to potential content presentations using a multi-task neural network. The system selects the content presentation based on the highest likelihood of positive client response.

Career Highlights

Anirban Roychowdhury is currently employed at Adobe, Inc., where he continues to develop innovative solutions in digital content management. His work focuses on enhancing user interaction and improving the effectiveness of content delivery through advanced machine learning techniques.

Collaborations

Anirban collaborates with talented individuals such as Hung Hai Bui and Trung Huu Bui, contributing to a dynamic and innovative work environment at Adobe.

Conclusion

Anirban Roychowdhury's contributions to digital content interaction through his patents reflect his expertise and commitment to innovation. His work at Adobe, along with his collaborations, positions him as a key figure in advancing technology in this field.