125 citations · 166 across the 17 of their papers we have counts for
3 papers · 2 filters
Probabilistic low-rank matrix completion on finite alphabets
Jean Lafond, Olga Klopp, Eric Moulines +1
The task of reconstructing a matrix given a sample of observedentries is known as the matrix completion problem. It arises ina wide range of problems, including recommender systems…
Robust Matrix Completion
Olga Klopp, Karim Lounici, Alexandre B. Tsybakov
This paper considers the problem of recovery of a low-rank matrix in the situation when most of its entries are not observed and a fraction of observed entries are corrupted. The o…
Adaptive Multinomial Matrix Completion
Olga Klopp, Jean Lafond, Eric Moulines +1
The task of estimating a matrix given a sample of observed entries is known as the \emph{matrix completion problem}. Most works on matrix completion have focused on recovering an u…