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stat.CO2010
Exact posterior distributions over the segmentation space and model selection for multiple change-point detection problems
Guillem Rigaill, Emilie Lebarbier, Stéphane Robin
In segmentation problems, inference on change-point position and model selection are two difficult issues due to the discrete nature of change-points. In a Bayesian context, we der…
stat.CO2010★ 69 cited
A pruned dynamic programming algorithm to recover the best segmentations with to change-points
Guillem Rigaill
A common computational problem in multiple change-point models is to recover the segmentations with to change-points of minimal cost with respect to some loss functio…