1 citations · 4 across the 17 of their papers we have counts for
Showing stat.MLShow all
2 papers · 1 filter
stat.ML2025
Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means
Mikael Møller Høgsgaard, Andrea Paudice
The Median of Means (MoM) is a mean estimator that has gained popularity in the context of heavy-tailed data. In this work, we analyze its performance in the task of simultaneously…
stat.ML2024★ 1 cited
Majority-of-Three: The Simplest Optimal Learner?
Ishaq Aden-Ali, Mikael Møller Høgsgaard, Kasper Green Larsen +1
Developing an optimal PAC learning algorithm in the realizable setting, where empirical risk minimization (ERM) is suboptimal, was a major open problem in learning theory for decad…