Xiaowei Yue

Partitioned Active Learning for Heterogeneous Systems

2021 · arXiv (Cornell University)

Active learning is a subfield of machine learning that focuses on improving the data collection efficiency of expensive-to-evaluate systems. Especially, active learning integrated surrogate modeling has shown remarkable performance in computationally demanding engineering systems. However, …