1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2026★ 1 cited
Score-based change point detection via tracking the best of infinitely many experts
Anna Markovich, Nikita Puchkin
We propose an algorithm for nonparametric online change point detection based on sequential score function estimation and the tracking the best expert approach. The core of the pro…
math.ST2025
Implicit score matching meets denoising score matching: improved rates of convergence and log-density Hessian estimation
Konstantin Yakovlev, Anna Markovich, Nikita Puchkin
We study the problem of estimating the score function using both implicit score matching and denoising score matching. Assuming that the data distribution exhibiting a low-dimensio…