output
20072022
most citedMissForest - nonparametric missing value imputation for mixed-type data

6.4k citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2018 · math.STShow all

2 papers · 2 filters

math.ST2018★ 1 cited

Sparse spectral estimation with missing and corrupted measurements

Andreas Elsener, Sara van de Geer

Supervised learning methods with missing data have been extensively studied not just due to the techniques related to low-rank matrix completion. Also in unsupervised learning one…

math.ST2018★ 1 cited

Spectral thresholding for the estimation of Markov chain transition operators

Matthias Löffler, Antoine Picard

We consider nonparametric estimation of the transition operator of a Markov chain and its transition density where the singular values of are assumed to decay exponenti…