Fair Generative Modeling via Weak Supervision

Kristy Choi, Aditya Grover, Trisha Singh +2

Real-world datasets are often biased with respect to key demographic factors such as race and gender. Due to the latent nature of the underlying factors, detecting and mitigating b…