Lalitha K S

Title: Lalitha K S and Machine Learning Model Analysis.

Introduction

Lalitha K S is an inventor based in Bengaluru, India. Her patent work addresses methods for analyzing machine learning models and interpreting the influence of their features.

Latest Patents

Lalitha K S is associated with 1 patent, titled “Machine Learning Model Analysis.” The invention describes selecting two tuples, each containing a feature vector and a result generated by a machine learning model. It then generates emulated feature vectors, results, and decision instances, and builds a decision tree using those instances and the selected tuples. The method computes the importance of each feature in the resulting tree.

Career Highlights

Lalitha K S is associated with American Express Travel Related Services Company, Inc. Her disclosed patent work focuses on analyzing model decisions and assessing feature importance.

Collaborations

Her listed coworkers include Narayanan Unny Edakunni and Utkarsh Tekriwal.

Conclusion

Lalitha K S’s patent describes a decision-tree-based approach to examining machine learning model outputs and evaluating the importance of individual features.