Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization

Zheyi Fan, Wenyu Wang, Szu-Hui Ng, Qingpei Hu. Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization. In Amir Globersons, Lester Mackey, Danielle Belgrave, Angela Fan, Ulrich Paquet, Jakub M. Tomczak, Cheng Zhang 0005, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024. 2024. [doi]

@inproceedings{FanWNH24,
  title = {Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization},
  author = {Zheyi Fan and Wenyu Wang and Szu-Hui Ng and Qingpei Hu},
  year = {2024},
  url = {http://papers.nips.cc/paper_files/paper/2024/hash/eb91e094b1fb67d650470ce603acf085-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/FanWNH24},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024},
  editor = {Amir Globersons and Lester Mackey and Danielle Belgrave and Angela Fan and Ulrich Paquet and Jakub M. Tomczak and Cheng Zhang 0005},
}