2 papers
cs.LG2026
Who is the Winning Algorithm? Rank Aggregation for Comparative Studies
Amichai Painsky
Consider a collection of m competing machine learning algorithms. Given their performance on a benchmark of datasets, we would like to identify the best performing algorithm. Speci…
cs.LG2025
Near Optimal Inference for the Best-Performing Algorithm
Amichai Painsky
Consider a collection of competing machine learning algorithms. Given their performance on a benchmark of datasets, we would like to identify the best performing algorithm. Specifi…