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All publications by Toby Hocking
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PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data
Toby Hocking, Guillem Rigaill and Guillaume Bourque
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression
Toby Hocking, Guillem Rigaill, Jean-philippe Vert and Francis Bach
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Clusterpath: an Algorithm for Clustering using Convex Fusion Penalties
Toby Hocking, Jean-philippe Vert, Armand Joulin and Francis R. Bach
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011