Dhaene, Tom

6 publications

AISTATS 2023 PF$^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt

ICML 2022 Spectral Representation of Robustness Measures for Optimization Under Input Uncertainty Jixiang Qing, Tom Dhaene, Ivo Couckuyt

ECML-PKDD 2016 Machine Learning Challenges for Single Cell Data Sofie Van Gassen, Tom Dhaene, Yvan Saeys

MLOSS 2014 ooDACE Toolbox: A Flexible Object-Oriented Kriging Implementation Ivo Couckuyt, Tom Dhaene, Piet Demeester

MLOSS 2010 A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design Dirk Gorissen, Ivo Couckuyt, Piet Demeester, Tom Dhaene, Karel Crombecq

JMLR 2009 Evolutionary Model Type Selection for Global Surrogate Modeling Dirk Gorissen, Tom Dhaene, Filip De Turck