Conjecture on outlier traps under -poisedness
Conjecture on outlier traps under -poisedness
Let be the set of experimental points, and let . A point is called bad under -poisedness when it satisfies the paper's bad-point criterion for -poisedness. Outlier-trap conjecture. For every , if
then there is at least one that is bad under -poisedness. The conjecture formalizes the experimentally observed association between distant outliers and nearby bad points under -poisedness; the paper reports that more than of the relevant experimental points were outlier traps, but does not establish the assertion theoretically.
Sources & referencesView supporting material
Primary source
Qi Zhang and Pengcheng Xie, “On the Relationship between Λ-poisedness in Derivative-Free Optimization and Outliers in Local Outlier Factor”, arXiv:2407.17529 (2024).
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