1.7k citations · 1.8k across the 18 of their papers we have counts for
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stat.ML2021★ 63 cited
Valid prediction intervals for regression problems
Nicolas Dewolf, Bernard De Baets, Willem Waegeman
Over the last few decades, various methods have been proposed for estimating prediction intervals in regression settings, including Bayesian methods, ensemble methods, direct inter…
cs.LG2021
Multi-target prediction for dummies using two-branch neural networks
Dimitrios Iliadis, Bernard De Baets, Willem Waegeman
Multi-target prediction (MTP) serves as an umbrella term for machine learning tasks that concern the simultaneous prediction of multiple target variables. Classical instantiations…