Generating Synthetic Datasets by Interpolating along Generalized Geodesics

Jiaojiao Fan, David Alvarez-Melis

Data for pretraining machine learning models often consists of collections of heterogeneous datasets. Although training on their union is reasonable in agnostic settings, it might…