Kuo-Wei Lai

Task Shift: From Classification to Regression in Overparameterized Linear Models

Modern machine learning methods have recently demonstrated remarkable capability to generalize under task shift, where latent knowledge is transferred to a different, often more difficult, task under a similar data distribution. We investigate this phenomenon in an overparameterized linear regressio…