Topological Bayesian Optimization with Persistence Diagrams. Shiraishi, T., Le, T., Kashima, H., & Yamada, M. In ECAI, 2020.
Topological Bayesian Optimization with Persistence Diagrams [link]Paper  doi  bibtex   
@inproceedings{DBLP:conf/ecai/ShiraishiLKY20,
  author    = {Tatsuya Shiraishi and
               Tam Le and
               Hisashi Kashima and
               Makoto Yamada},
  title     = {Topological Bayesian Optimization with Persistence Diagrams},
  booktitle = {ECAI},
  year      = {2020},
  url       = {https://doi.org/10.3233/FAIA200255},
  doi       = {10.3233/FAIA200255},
  timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
  biburl    = {https://dblp.org/rec/conf/ecai/ShiraishiLKY20.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

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