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stat.ML2026
Extreme classification: beating chance with one training example from each class
Kevin Bleakley, Aaditya Ramdas
We study a minimal classification problem: Given independent labeled observations and from two unknown distributions , and given an independent target …
stat.ME2026
Post Hoc Inference for Component Attribution in Multivariate Change-Point Detection
Dhia-Elhaq Ouerfelli, Sylvain Arlot, Kevin Bleakley +1
We consider the post-detection analysis of change-points for multivariate time series, with the goal of identifying which coordinates are responsible for a detected change. After a…