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math.ST2026
Boot-AVT: Asymptotically Anytime-Valid Testing with Degenerate U-Statistics via Bootstrap
Jixuan Liu, Long Feng, Liuhua Peng +1
Many nonparametric tests are based on -statistics that are degenerate under the null hypothesis. We develop Boot-AVT, a bootstrap procedure for asymptotically anytime-valid test…
stat.ME2026
Conformalized Robust Principal Component Analysis
Liangliang Yuan, Lei Wang, Quan Kong +1
Robust principal component analysis (RPCA) is a widely used technique for recovering low-rank structure from matrices with missing entries and sparse, possibly large-magnitude corr…