Evolutionary neural cascade search across supernetworks. - Alexander Chebykin; Tanja Alderliesten; Peter A. N. Bosman (GECCO, 2022)

Shrink-Perturb Improves Architecture Mixing During Population Based Training for Neural Architecture Search. - Alexander Chebykin; Arkadiy Dushatskiy; Tanja Alderliesten; Peter A. N. Bosman (ECAI, 2023)

Multi-Objective Population Based Training. - Arkadiy Dushatskiy; Alexander Chebykin; Tanja Alderliesten; Peter A. N. Bosman (ICML, 2023)

Hyperparameter-Free Medical Image Synthesis for Sharing Data and Improving Site-Specific Segmentation. - Alexander Chebykin; Peter A. N. Bosman; Tanja Alderliesten (MIDL, 2024)

To Be Greedy, or Not to Be - That Is the Question for Population Based Training Variants. - Alexander Chebykin; Tanja Alderliesten; Peter A. N. Bosman (Trans. Mach. Learn. Res., 2025)