arxivstat.MLcs.LG2026-07-10
Influence Diagnostics in High-dimensional M-estimation: Precise Asymptotics
The impact of a given training point on a statistical model is classically measured through its leave-one-out influence, which quantifies the effect of its removal from the training set on the model accuracy. While the statistics of leave-one-out influences are well understood in…