PIcsC: Partitioning-Induced Covariate Shift Correction

Behraj Khan, Behroz Mirza, Syed Ahmad Chan Bukhari +1

Covariate shift across training-data partitions biases model selection and parameter estimation in cross-validation, lifelong learning, and federated learning. We propose \textit{P…