Concepedia

Application of Bayesian Optimization for Pharmaceutical Product Development

Syusuke Sano, Tadashi Kadowaki, Koji Tsuda, Susumu Kimura

Journal of Pharmaceutical Innovation · 2019 · 74 citations · 26 references

DOI

Concepts

References

26

Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

, , +8

Efficient Global Optimization of Expensive Black-Box Functions

Donald R. Jones, Matthias Schonlau, William J. Welch · Journal of Global Optimization · 1998 · 7.8K citations

, , +10

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams · arXiv (Cornell University) · 2012 · 5.7K citations · Full text

, , +16

Using confidence bounds for exploitation-exploration trade-offs

Peter Auer · 2003 · 1.3K citations

, , +9

A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise

H. J. Kushner · Journal of Basic Engineering · 1964 · 1.1K citations

, , +4