Ritu Shrivastava

Fairness-Aware Multi-Task Learning for Age-Gender Prediction with Demographic Parity Constraints

Accurate forecasting of gender and age from facial image recognition is a critical mission benchmarked in person-machine interface, security, and personalized services. Usually, older-style single-task models may fail to draw in any manner on the relations between the attributes of age and gender, falsely predicting ou...