Optimizing the HH-\textgreater bbtautau analysis to measure the strength of the tri-linear Higgs self-coupling~

Analysis of HH-\textgreater bbtautau provides one of the strongest sensitivities for measurement of the Higgs self-coupling.~~Di-Higgs production has two~contributing diagrams which interfere destructively, one involving a top-quark loop and one involving the Higgs self-coupling.~~The studies presented here use a Boosted Decision Tree to optimize the HH-\textgreater bbtautau analysis for di-Higgs events produced via the Higgs self-coupling.~~