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math.ST2024
Distributional limits of graph cuts on discretized grids
Leo Suchan, Housen Li, Axel Munk
Graph cuts are among the most prominent tools for clustering and classification analysis. While intensively studied from geometric and algorithmic perspectives, graph cut-based sta…
stat.ME2024
Robust inference of cooperative behaviour of multiple ion channels in voltage-clamp recordings
Robin Requadt, Manuel Fink, Patrick Kubica +3
Recent experimental studies have shed light on the intriguing possibility that ion channels exhibit cooperative behaviour. However, a comprehensive understanding of such cooperativ…
stat.ME2024
Multiscale Quantile Regression with Local Error Control
Zhi Liu, Housen Li
For robust and efficient detection of change points, we introduce a novel methodology MUSCLE (Multiscale qUantile Segmentation Controlling Local Error) that partitions serial data…