7.1LGJan 30, 2025
Improved Replicable Boosting with Majority-of-MajoritiesKasper Green Larsen, Markus Engelund Mathiasen, Clement Svendsen
We introduce a new replicable boosting algorithm which significantly improves the sample complexity compared to previous algorithms. The algorithm works by doing two layers of majority voting, using an improved version of the replicable boosting algorithm introduced by Impagliazzo et al. [2022] in the bottom layer.