32 citations · 88 across the 15 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.ML2017★ 2 cited
Universal consistency and minimax rates for online Mondrian Forests
Jaouad Mourtada, Stéphane Gaïffas, Erwan Scornet
We establish the consistency of an algorithm of Mondrian Forests, a randomized classification algorithm that can be implemented online. First, we amend the original Mondrian Forest…
stat.ML2017★ 8 cited
Efficient tracking of a growing number of experts
Jaouad Mourtada, Odalric-Ambrym Maillard
We consider a variation on the problem of prediction with expert advice, where new forecasters that were unknown until then may appear at each round. As often in prediction with ex…