82 citations · 196 across the 22 of their papers we have counts for
Showing 2014 · stat.MLShow all
2 papers · 2 filters
stat.ML2014★ 13 cited
Simple connectome inference from partial correlation statistics in calcium imaging
Antonio Sutera, Arnaud Joly, Vincent François-Lavet +4
In this work, we propose a simple yet effective solution to the problem of connectome inference in calcium imaging data. The proposed algorithm consists of two steps. First, proces…
stat.ML2014★ 21 cited
Random forests with random projections of the output space for high dimensional multi-label classification
Arnaud Joly, Pierre Geurts, Louis Wehenkel
We adapt the idea of random projections applied to the output space, so as to enhance tree-based ensemble methods in the context of multi-label classification. We show how learning…