6 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 6 cited
Framework and Benchmarks for Combinatorial and Mixed-variable Bayesian Optimization
Kamil Dreczkowski, Antoine Grosnit, Haitham Bou Ammar
This paper introduces a modular framework for Mixed-variable and Combinatorial Bayesian Optimization (MCBO) to address the lack of systematic benchmarking and standardized evaluati…
q-bio.BM2022★ 1 cited
AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation
Asif Khan, Alexander I. Cowen-Rivers, Antoine Grosnit +12
Antibodies are canonically Y-shaped multimeric proteins capable of highly specific molecular recognition. The CDRH3 region located at the tip of variable chains of an antibody domi…