Denoising score matching can estimate the score functions used in CUSUM change point detection, and moderate noise injection improves detection performance.
Estimation of non-normalized statistical models by score matching
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Sequential Change Point Detection via Denoising Score Matching
Denoising score matching can estimate the score functions used in CUSUM change point detection, and moderate noise injection improves detection performance.