Practical Bias Mitigation through Proxy Sensitive Attribute Label Generation

Bhushan Chaudhary, Anubha Pandey, Deepak Bhatt +1

Addressing bias in the trained machine learning system often requires access to sensitive attributes. In practice, these attributes are not available either due to legal and policy…