Language Model Embeddings Can Be Sufficient for Bayesian Optimization

Tung Nguyen, Qiuyi Zhang, Bangding Yang +6

Bayesian Optimization is ubiquitous in experimental design and black-box optimization for improving search efficiency. However, most existing approaches rely on regression models w…