13 citations · 26 across the 5 of their papers we have counts for
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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★ 4 cited
An adaptive stochastic optimization algorithm for resource allocation
Xavier Fontaine, Shie Mannor, Vianney Perchet
We consider the classical problem of sequential resource allocation where a decision maker must repeatedly divide a budget between several resources, each with diminishing returns.…