2 papers
cs.LG2022
Hyperparameter optimization in deep multi-target prediction
Dimitrios Iliadis, Marcel Wever, Bernard De Baets +1
As a result of the ever increasing complexity of configuring and fine-tuning machine learning models, the field of automated machine learning (AutoML) has emerged over the past dec…
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…