Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of linear regression with two-way ...

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering ...

To teach a machine-learning ... gather and use the machine-learning model on ones that are hard to gather. By improving pretraining, we are making machine-learning algorithms better and more ...

Abstract: Recently, the machine unlearning has ... attack dubbed unlearning attack for regression learning (UnAR) to deliberately influence the predictive behavior of the target sample against ...