High Dimensional Bayesian Optimization with Kernel Principal Component Analysis. - Kirill A. Antonov; Elena Raponi; Hao Wang 025; Carola Doerr (PPSN (1), 2022)

Curing ill-Conditionality via Representation-Agnostic Distance-Driven Perturbations. - Kirill A. Antonov; Anna V. Kononova; Thomas Bäck; Niki van Stein (FOGA, 2023)

Evolutionary Algorithms for Parameter Optimization - Thirty Years Later. - Thomas H. W. Bäck; Anna V. Kononova; Bas van Stein; Hao Wang 025; Kirill A. Antonov; Roman T. Kalkreuth; Jacob de Nobel; Diederick Vermetten; Roy de Winter; Furong Ye (Evol. Comput., 2023)

Selection of Filters for Photonic Crystal Spectrometer Using Domain-Aware Evolutionary Algorithms. - Kirill A. Antonov; Marijn Siemons; Niki van Stein; Thomas H. W. Bäck; Ralf Kohlhaas; Anna V. Kononova (CoRR, 2024)