When Sample Selection Bias Precipitates Model Collapse

Xinbao Qiao, Xianglong Du, Wei Liu +4

The proliferation of recursive training on synthetic data can alleviate data scarcity but risks model collapse, where repeated training erodes distributional tails and homogenizes…