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stat.ME2025
Density estimation with atoms, and functional estimation for mixed discrete-continuous data
Aytijhya Saha, Aaditya Ramdas
In classical density (or density-functional) estimation, it is standard to assume that the underlying distribution has a density with respect to the Lebesgue measure. However, when…
stat.ML2025
Post-detection inference for sequential changepoint localization
Aytijhya Saha, Aaditya Ramdas
This paper addresses a fundamental but largely unexplored challenge in sequential changepoint analysis: conducting inference following a detected change. We develop a very general…