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Home/Authors/Kevin Bleakley

Kevin Bleakley

1 indexed paper

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Publications per year

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26

Top categories

Stats Method.×1Stats Theory×1Stats ML×1

Frequent co-authors

Dhia-Elhaq Ouerfelli1×
Sylvain Arlot1×
Patrick Pamphile1×

Research Timeline

2026
Post Hoc Inference for Component Attribution in Multivariate Change-Point Detection

This paper proposes statistical procedures to identify coordinates responsible for change-points in multivariate time series data.

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Papers

stat.MEmath.STstat.MLEmpiricalRecentJul 16, 2026

Post Hoc Inference for Component Attribution in Multivariate Change-Point Detection

Dhia-Elhaq Ouerfelli, Sylvain Arlot, Kevin Bleakley, Patrick Pamphile

This paper proposes statistical procedures to identify coordinates responsible for change-points in multivariate time series data.

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