References

1

Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, Günter Klambauer, and Sepp Hochreiter. Gans trained by a two time-scale update rule converge to a nash equilibrium. CoRR, 2017. URL: http://arxiv.org/abs/1706.08500, arXiv:1706.08500.

2

James S. Bergstra, Rémi Bardenet, Yoshua Bengio, and Balázs Kégl. Algorithms for hyper-parameter optimization. In J. Shawe-Taylor, R. S. Zemel, P. L. Bartlett, F. Pereira, and K. Q. Weinberger, editors, Advances in Neural Information Processing Systems 24, pages 2546–2554. Curran Associates, Inc., 2011. URL: http://papers.nips.cc/paper/4443-algorithms-for-hyper-parameter-optimization.pdf.

3

Aloïs Bissuel. Hyper-parameter optimization algorithms: a short review. Apr 2019. URL: https://medium.com/criteo-labs/hyper-parameter-optimization-algorithms-2fe447525903.