A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences. - Miguel González Duque; Richard Michael; Simon Bartels; Yevgen Zainchkovskyy; Søren Hauberg; Wouter Boomsma (NeurIPS, 2024)

A Continuous Relaxation for Discrete Bayesian Optimization. - Richard Michael; Simon Bartels; Miguel González Duque; Yevgen Zainchkovskyy; Jes Frellsen; Søren Hauberg; Wouter Boomsma (CoRR, 2024)

A systematic analysis of regression models for protein engineering. - Richard Michael; Jacob Kæstel-Hansen; Peter Mørch Groth; Simon Bartels; Jesper Salomon; Pengfei Tian; Nikos S. Hatzakis; Wouter Boomsma (PLoS Comput. Biol., 2024)