A survey and benchmark of high-dimensional Bayesian optimization of
discrete sequencesNeural Information Processing Systems (NeurIPS), 2024 |
Monte Carlo Tree Search based Variable Selection for High Dimensional
Bayesian OptimizationNeural Information Processing Systems (NeurIPS), 2022 |
Tree ensemble kernels for Bayesian optimization with known constraints
over mixed-feature spacesNeural Information Processing Systems (NeurIPS), 2022 |