math.ST, stat.ME, stat.ML, stat.TH

Early-stopped aggregation: Adaptive inference with computational efficiency

arXiv:2604.14404v1 Announce Type: cross
Abstract: When considering a model selection or, more generally, an aggregation approach for adaptive statistical inference, it is often necessary to compute estimators over a wide range of model complexities in…