Multi-Fidelity Black-Box Optimization with Hierarchical Partitions

By Rajat Sen, Kirthevasan Kandasamy, Sanjay Shakkottai. 2018

58 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Qiang Yang
2. Yaochu Jin
3. Yuqiang Chen
4. Yi-Qi Hu
5. Wei-Wei Tu
6. Markus Olhofer
7. Yang Yu
8. Wenyuan Dai

Citations in the corpus

• Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion (2019, background): “Few works (Sen, Kandasamy, and Shakkottai 2018) involve other optimization methods.”
• Recent Advances in Bayesian Optimization (2022, methodology): “[162] developed an algorithm based on a hierarchical tree-like partitioning, and employed MF-GP-UCB to select the leaves.”