48 citations · 155 across the 15 of their papers we have counts for
3 papers · 1 filter
Robust subgroup discovery
Hugo Manuel Proença, Peter Grünwald, Thomas Bäck +1
We introduce the problem of robust subgroup discovery, i.e., finding a set of interpretable descriptions of subsets that 1) stand out with respect to one or more target attributes,…
Finding Efficient Trade-offs in Multi-Fidelity Response Surface Modeling
Sander van Rijn, Sebastian Schmitt, Matthijs van Leeuwen +1
In the context of optimization approaches to engineering applications, time-consuming simulations are often utilized which can be configured to deliver solutions for various levels…
Estimating Conditional Mutual Information for Discrete-Continuous Mixtures using Multi-Dimensional Adaptive Histograms
Alexander Marx, Lincen Yang, Matthijs van Leeuwen
Estimating conditional mutual information (CMI) is an essential yet challenging step in many machine learning and data mining tasks. Estimating CMI from data that contains both dis…