Wenlong Chen

Title: Wenlong Chen and Fairness-Aware Classification

Introduction

Wenlong Chen is an inventor based in London, United Kingdom. His patent work addresses how machine-learning classifiers can balance predictive accuracy with fairness.

Latest Patents

Chen is associated with 1 patent: “Balancing Classification Accuracy and Fairness of Classifier Models.” The disclosure describes techniques for measuring fairness at the instance level for sensitive attributes and generating modification rules tied to specified fairness criteria. Applying these rules modifies some model predictions to meet a target fairness level while maintaining classification accuracy.

Career Highlights

Chen’s listed company is Lemon Inc. His patent reflects work on fairness-aware classification and methods for adjusting model predictions.

Collaborations

The listed coworkers associated with Chen are Yegor Klochkov and Yang Liu.

Conclusion

Wenlong Chen’s patent focuses on reconciling classification accuracy with fairness through instance-level assessment and targeted prediction adjustments.