Global optimization of expensive black box functions using potential Lipschitz constants and response surfaces
By Haitao Liu, Shengli Xu, Ying Ma, Xiaofang Wang. 2015
23 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Computational Theory and Mathematics, Numerical Analysis
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- José Miguel Hernández-Lobato
- David Kristjanson Duvenaud
- Alán Aspuru-Guzik
- Ryan P. Adams
- Frank Hutter
- Yarin Gal
- Zoubin Ghahramani
- Roger Baker Grosse
In Computational Theory and Mathematics
- José Miguel Hernández-Lobato
- Alán Aspuru-Guzik
- Rafael Gómez‐Bombarelli
- Tommi S. Jaakkola
- David Kristjanson Duvenaud
- Regina Barzilay
- Jorge Aguilera-Iparraguirre
- Timothy D. Hirzel
In Numerical Analysis
- Alán Aspuru-Guzik
- José Miguel Hernández-Lobato
- David Kristjanson Duvenaud
- Ryan P. Adams
- Zoubin Ghahramani
Citations in the corpus
- Automatic Chemical Design Using a Data-Driven Continuous Representation of Molecules (2016, methodology): “After this, we performed 10 iterations of Bayesian optimization using the expected improvement (EI) heuristic [49].”