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.
References
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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