2 papers
cs.NE2024
Peptide Vaccine Design by Evolutionary Multi-Objective Optimization
Dan-Xuan Liu, Yi-Heng Xu, Chao Qian
Peptide vaccines are growing in significance for fighting diverse diseases. Machine learning has improved the identification of peptides that can trigger immune responses, and the…
cs.LG2024
Offline Multi-Objective Optimization
Ke Xue, Rong-Xi Tan, Xiaobin Huang +1
Offline optimization aims to maximize a black-box objective function with a static dataset and has wide applications. In addition to the objective function being black-box and expe…