Akshay Krishnamurthy

Title: Akshay Krishnamurthy: Innovator in Data Personalization

Introduction

Akshay Krishnamurthy is a notable inventor based in Brooklyn, NY. He has made significant contributions to the field of data personalization through his innovative patent. His work focuses on enhancing the effectiveness of data usage for personalized experiences.

Latest Patents

Akshay holds a patent titled "System for effective use of data for personalization." This patent involves off-policy evaluation of a new 'target' policy using historical data gathered from a previous 'logging' policy. The goal is to estimate the performance of the target policy. The patent describes the use of an estimator, which can be either quality-based or quality-agnostic. The quality-agnostic estimator evaluates an importance weight according to a threshold, clipping the weight at the threshold to provide a fixed upper bound. In contrast, the quality-based estimator incorporates the quality of the reward predictor to modify the importance weight used by the estimator.

Career Highlights

Akshay is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in data personalization. His work has garnered attention for its potential applications in various industries.

Collaborations

Some of Akshay's coworkers include Miroslav Dudik and Maria Dimakopoulou. Their collaborative efforts contribute to the advancement of technology in their respective fields.

Conclusion

Akshay Krishnamurthy is a pioneering inventor whose work in data personalization is shaping the future of technology. His innovative patent reflects his commitment to enhancing user experiences through effective data utilization.