All topics

The best Experimental Methodology newsletters

1 newsletters, ranked by editorial quality and how recently they published. Looking for something more specific? Search instead.

amrkumar.com· irregular· Published 28 days ago

Amrit Kumar writes about machine learning training, moving from per-example scheduling experiments that failed to beat uniform sampling toward Aethos, a platform that decides early in a run whether continuing is worth the compute. The posts are candid about experimental bias and negative results, backed by specific benchmarks and numbers.

training efficiencycompute budgetuniform samplingdata pruningcurriculum schedulingexperiment design