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03/14/2023
RODD: Robust Outlier Detection in Data Cubes
Data cubes are multidimensional databases, often built from several sepa...
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12/23/2021
Using Sequential Statistical Tests to Improve the Performance of Random Search in hyperparameter Tuning
Hyperparamter tuning is one of the the most time-consuming parts in mach...
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09/13/2020
Random boosting and random^2 forests – A random tree depth injection approach
The induction of additional randomness in parallel and sequential ensemb...
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07/03/2018
A First Analysis of Kernels for Kriging-based Optimization in Hierarchical Search Spaces
Many real-world optimization problems require significant resources for ...
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03/09/2017
mlrMBO: A Modular Framework for Model-Based Optimization of Expensive Black-Box Functions
We present mlrMBO, a flexible and comprehensive R toolbox for model-base...
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02/10/2016