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New efficient algorithms for multiple change-point detection with reproducing kernels

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References

2012Optimal Detection of Changepoints With a Linear Computational Cost2,578 cited
2014Wild binary segmentation for multiple change-point detection721 cited
1993Nonparametric Methods in Change-Point Problems625 cited
2013A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data545 cited
2014ecp: AnRPackage for Nonparametric Multiple Change Point Analysis of Multivariate Data271 cited
2016On optimal multiple changepoint algorithms for large data187 cited
2015Computationally Efficient Changepoint Detection for a Range of Penalties115 cited

Cited by

2021Data segmentation algorithms: Univariate mean change and beyond52 cited
2021Optimal Nonparametric Multivariate Change Point Detection and Localization36 cited
2023Graph-Based Change-Point Analysis17 cited
2022A synchronous multiple change-point detecting method for manufacturing process16 cited
2021Optimal nonparametric change point analysis12 cited
2019Rank-based multiple change-point detection12 cited
2019Greedy Kernel Change-Point Detection12 cited
2020A review on minimax rates in change point detection and localisation

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10 cited