Can I read 91 FACA GEN Investigating Bias on EtoBox?

91 FACA GEN Investigating Bias by whtaccwht is a document available to read on EtoBox.

What is 91 FACA GEN Investigating Bias about?

The paper presents FACA-GEN, a novel framework that integrates fairness-aware active learning, causal representation learning, and reinforcement learning to address bias and generalization challenges in Genomics AI. FACA-GEN optimizes sample selection for training by balancing informativeness, fairness, and causal validity, significantly improving fairness metrics and model generalization in genomics datasets. The approach demonstrates a reduction in demographic parity and equalized odds, offering a more eq

Author

whtaccwht

Language

EN