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On Some Unsupervised Learning Problems for Highly Dependent Time Series
This thesis is devoted to the theoretical analysis of unsupervised learning problems involving highly dependent time-series. Two fundamental problems are considered,... -
Multiple Change-Point Estimation With a Total Variation Penalty
International audience
