Hidden Incentives For Auto-Induced Distributional Shift
In the rapidly evolving field of machine learning, understanding the effects of hidden incentives on auto-induced distributional shifts is becoming increasingly important. Distributional shift occurs when the statistical properties of data change between training and deployment, and auto-induced shifts arise when the system itself influences or alters the data distribution it encounters. Hidden incentives-subtle or … Read more