34 citations · 210 across the 43 of their papers we have counts for
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Using Sequential Statistical Tests for Efficient Hyperparameter Tuning
Philip Buczak, Andreas Groll, Markus Pauly +2
Hyperparameter tuning is one of the the most time-consuming parts in machine learning. Despite the existence of modern optimization algorithms that minimize the number of evaluatio…
On the role of data, statistics and decisions in a pandemic
Beate Jahn, Sarah Friedrich, Joachim Behnke +9
A pandemic poses particular challenges to decision-making because of the need to continuously adapt decisions to rapidly changing evidence and available data. For example, which co…
Incompletely observed nonparametric factorial designs with repeated measurements: A wild bootstrap approach
Lubna Amro, Frank Konietschke, Markus Pauly
In many life science experiments or medical studies, subjects are repeatedly observed and measurements are collected in factorial designs with multivariate data. The analysis of su…
Goodness (of fit) of Imputation Accuracy: The GoodImpact Analysis
Maria Thurow, Florian Dumpert, Burim Ramosaj +1
In statistical survey analysis, (partial) non-responders are integral elements during data acquisition. Treating missing values during data preparation and data analysis is therefo…