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cs.LG2022
Delta-Closure Structure for Studying Data Distribution
Aleksey Buzmakov, Tatiana Makhalova, Sergei O. Kuznetsov +1
In this paper, we revisit pattern mining and study the distribution underlying a binary dataset thanks to the closure structure which is based on passkeys, i.e., minimum generators…
cs.LG2019★ 3 cited
The Comparison of Methods for Individual Treatment Effect Detection
Aleksey Buzmakov, Daria Semenova, Maria Temirkaeva
Today, treatment effect estimation at the individual level is a vital problem in many areas of science and business. For example, in marketing, estimates of the treatment effect ar…