Regret for Expected Improvement over the Best-Observed Value and Stopping Condition. Nguyen, V., Gupta, S., Rana, S., Li, C., & Venkatesh, S. In Asian Conference on Machine Learning, pages 279–294, 2017.  bibtex   @InProceedings{Vu_etal_17regret,
  Title                    = {Regret for Expected Improvement over the Best-Observed Value and Stopping Condition},
  Author                   = {Nguyen, Vu and Gupta, Sunil and Rana, Santu and Li, Cheng and Venkatesh, Svetha},
  Booktitle                = {Asian Conference on Machine Learning},
  Year                     = {2017},
  Pages                    = {279--294},
  Addendum                 = {\textbf{[h5 = 10]}}
} 
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