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8

AAAI
2015

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Outlier-Robust Convex Segmentation

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Outlier-Robust Convex Segmentation

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We address the task of segmenting sequential data using convex optimization problem, which is speciﬁcally designed to work in the context of outliers in the data. We propose two algorithms for solving this problem, one exact and one a top-down hierarchical approach. Robustness to outliers is evaluated on a real-world task related to speech segmentation. Our algorithms outperform baseline segmentation algorithms.

Itamar Katz, Koby Crammer

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Added	27 Mar 2016
Updated	27 Mar 2016
Type	Journal
Year	2015
Where	AAAI
Authors	Itamar Katz, Koby Crammer

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