2022 Publications

• 2022
  • C. Benjamins, E. Raponi, A. Janković, K. Van der Blom, M. Santoni, M. Lindauer, C. Doerr : “PI is back! Switching Acquisition Functions in Bayesian Optimization”, 2022 NeurIPS Workshop on Gaussian Processes, Spatiotemporal Modeling, and Decision-making Systems, New Orleans, United States (2022)
  • C. Benjamins, A. Janković, E. Raponi, K. Van der Blom, M. Lindauer, C. Doerr : “Towards Automated Design of Bayesian Optimization via Exploratory Landscape Analysis”, 6^th Workshop on Meta-Learning at NeurIPS 2022, New Orleans, United States (2022)
  • K. Van der Blom, H. Hoos, Ch. Luo, J. Rook : “Sparkle: Toward Accessible Meta-Algorithmics for Improving the State of the Art in Solving Challenging Problems”, IEEE Transactions on Evolutionary Computation, vol. 26 (6), pp. 1351-1364, (Institute of Electrical and Electronics Engineers) (2022)