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Kernel Change-point Detection with Auxiliary Deep Generative Models

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References

1993Nonparametric Methods in Change-Point Problems625 cited
2013A Nonparametric Approach for Multiple Change Point Analysis of Multivariate Data545 cited
1996The marginalized likelihood ratio test for detecting abrupt changes162 cited
2010Gaussian Process Change Point Models137 cited
2008Kernel Change-point Analysis132 cited
2007Change-Point Detection in Time-Series Data Based on Subspace Identification115 cited

Cited by

2020On Matched Filtering for Statistical Change Point Detection12 cited
2024A self-supervised contrastive change point detection method for industrial time series11 cited
2023Change Point Detection in Multi-Channel Time Series via a Time-Invariant Representation10 cited
2024Practical and Powerful Kernel-Based Change-Point Detection10 cited

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