136 citations · 243 across the 8 of their papers we have counts for
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q-bio.QM2011★ 136 cited
The group fused Lasso for multiple change-point detection
Kevin Bleakley, Jean-Philippe Vert
We present the group fused Lasso for detection of multiple change-points shared by a set of co-occurring one-dimensional signals. Change-points are detected by approximating the or…
q-bio.QM2009★ 3 cited
Joint segmentation of many aCGH profiles using fast group LARS
Kevin Bleakley, Jean-Philippe Vert
Array-Based Comparative Genomic Hybridization (aCGH) is a method used to search for genomic regions with copy numbers variations. For a given aCGH profile, one challenge is to accu…