1 citations · 4 across the 17 of their papers we have counts for
3 papers · 1 filter
Sparse Dimensionality Reduction Revisited
Mikael Møller Høgsgaard, Lion Kamma, Kasper Green Larsen +2
The sparse Johnson-Lindenstrauss transform is one of the central techniques in dimensionality reduction. It supports embedding a set of points in into $m=O(\vare…
Optimally Interpolating between Ex-Ante Fairness and Welfare
Mikael Møller Høgsgaard, Panagiotis Karras, Wenyue Ma +2
For the fundamental problem of allocating a set of resources among individuals with varied preferences, the quality of an allocation relates to the degree of fairness and the colle…
AdaBoost is not an Optimal Weak to Strong Learner
Mikael Møller Høgsgaard, Kasper Green Larsen, Martin Ritzert
AdaBoost is a classic boosting algorithm for combining multiple inaccurate classifiers produced by a weak learner, to produce a strong learner with arbitrarily high accuracy when g…