Abstract: It is not uncommon that real-world data are distributed with a long tail. For such data, the learning of deep neural networks becomes challenging because it is hard to classify tail classes ...

Abstract: Knowledge distillation (KD), a learning manner with a larger teacher network guiding a smaller student network, transfers dark knowledge from the teacher to the student via logits or ...

cdist estimates counterfactual distributions using methods suggested by Chernozhukov et al. (2013). The unconditional (counterfactual) distributions are either obtained by distribution regression ...

When using parallel, please include the following: Vega Yon GG, Quistorff B. parallel: A command for parallel computing. The Stata Journal. 2019;19(3):667-684. doi:10 ...

I loved it. It was not as good as some of Sword Art Online's other story arcs but definitely worth seeing. The following comments are to put into context some of the comments by reviewers who missed ...

Stian Lydersen, dr.ing. and professor of medical statistics at the Regional Centre for Child and Youth Mental Health and Child Welfare (RKBU Central Norway) at the Department of Mental Health, ...

Objectives To determine the diagnostic accuracy of the Whooley questions in the identification of depression; and, to examine the effect of an additional ‘help’ question. Design Systematic review with ...

4.2.1 The benchmark regression model In this study, farmers’ chemical fertilizer use decisions (1 = reduction, 2 = unchanged, 3 = increase) represent an ordinal categorical variable. Both ordered ...

Outcome variables, social trust, perceived fairness and perceived hostility. Considering that the stepwise method alone does not provide a formal significance test for the indirect effect, we further ...