arxivcs.LGcs.AIcs.CVcs.ITstat.ML2026-07-03
CuBAS: Information Geometric Curvature-Based Adaptive Sampling for Supervised Classification
The informativeness of a training set is as consequential as its size, yet most sampling strategies remain agnostic to the intrinsic geometry of the data distribution. We introduce CuBAS (Curvature-Based Adaptive Sampling), an information-geometric framework for adaptive data sel…