Robustness of Probabilistic Models to Low-Quality Data: A Multi-Perspective Analysis

Liu Peng, Yaochu Jin

A systematic, comparative investigation into the effects of low-quality data reveals a stark spectrum of robustness across modern probabilistic models. We find that autoregressive…