Researcher profile

Matthias Schonlau

2 papers in the PaperMetrix corpus

Publications

Papers by this author

GRIDSEARCH: Stata module to optimize tuning parameter levels with a grid search

2020 · RePEc: Research Papers in Economics

gridsearch runs a user-specified statistical learning (aka machine learning) algorithm repeatedly with a grid of values corresponding to one or two tuning parameters. This facilities the tuning of statistical learning algorithms. Examples of statistical learning …
One Line To Rule Them All: Generating LO-Shot Soft-Label Prototypes

2021 · arXiv (Cornell University)

Increasingly large datasets are rapidly driving up the computational costs of machine learning. Prototype generation methods aim to create a small set of synthetic observations that accurately represent a training dataset but greatly reduce the …