Quantifying and Mitigating the Impact of Label Errors on Model Disparity Metrics.

Julius Adebayo Melissa Hall Bowen Yu Bobbie Chern

Published in: ICLR (2023)

Keyphrases

probabilistic model
computational model
formal model
mathematical model
experimental data
theoretical framework
statistical model
neural network
knowledge base
management system
ground truth
em algorithm
theoretical analysis
conceptual model
risk management