7 citations · 15 across the 7 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.ML2019★ 5 cited
Online A-Optimal Design and Active Linear Regression
Xavier Fontaine, Pierre Perrault, Michal Valko +1
We consider in this paper the problem of optimal experiment design where a decision maker can choose which points to sample to obtain an estimate of the hidden parameter $β…
stat.ML2019★ 2 cited
Exploiting Structure of Uncertainty for Efficient Matroid Semi-Bandits
Pierre Perrault, Vianney Perchet, Michal Valko
We improve the efficiency of algorithms for stochastic \emph{combinatorial semi-bandits}. In most interesting problems, state-of-the-art algorithms take advantage of structural pro…