Data splitting improves statistical performance in overparametrized regimes

Nicole Mücke, Enrico Reiss, Jonas Rungenhagen +1

While large training datasets generally offer improvement in model performance, the training process becomes computationally expensive and time consuming. Distributed learning is a…