177 citations · 446 across the 23 of their papers we have counts for
Showing 2014 · stat.MLShow all
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stat.ML2014★ 57 cited
A Second-order Bound with Excess Losses
Pierre Gaillard, Gilles Stoltz, Tim Van Erven
We study online aggregation of the predictions of experts, and first show new second-order regret bounds in the standard setting, which are obtained via a version of the Prod algor…
stat.ML2014★ 1 cited
Approachability in unknown games: Online learning meets multi-objective optimization
Shie Mannor, Vianney Perchet, Gilles Stoltz
In the standard setting of approachability there are two players and a target set. The players play repeatedly a known vector-valued game where the first player wants to have the a…