Decomposition conjecture for empirical-process suprema
Decomposition conjecture for empirical-process suprema
Let be independent identically distributed random variables and let be a countable class of measurable functions. Define
and let , where the norms are taken with respect to the law of . Empirical-process decomposition conjecture. There is a decomposition such that
The claim proposes that every empirical-process supremum admits the same pointwise-plus-chaining decomposition as selector processes. The source gives no resolution, so the conjecture remains open.
Sources & referencesView supporting material
Primary source
Witold Bednorz and Rafał Latała, “On the boundedness of Bernoulli processes”, arXiv:1305.4292 (2013).
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