BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition

Author:

Dogan VedatORCID,Prestwich StevenORCID

Publisher

Springer Nature Switzerland

Reference36 articles.

1. Balandat, M., et al.: BoTorch: programmable Bayesian optimization in PyTorch. CoRR abs/1910.06403 (2019). http://arxiv.org/abs/1910.06403

2. Bergstra, J., Bardenet, R., Bengio, Y., Kégl, B.: Algorithms for hyper-parameter optimization. In: Shawe-Taylor, J., Zemel, R., Bartlett, P., Pereira, F., Weinberger, K. (eds.) Advances in Neural Information Processing Systems, vol. 24. Curran Associates, Inc. (2011). https://proceedings.neurips.cc/paper/2011/file/86e8f7ab32cfd12577bc2619bc635690-Paper.pdf

3. Bergstra, J., Bengio, Y.: Random search for hyper-parameter optimization. J. Mach. Learn. Res. 13, 281–305 (2012)

4. Blank, J., Deb, K.: pymoo: Multi-objective optimization in Python. IEEE Access 8, 89497–89509 (2020)

5. Blume, S., Benedens, T., Schramm, D.: Hyperparameter optimization techniques for designing software sensors based on artificial neural networks. Sensors 21(24), 8435 (2021). https://doi.org/10.3390/s21248435. https://www.mdpi.com/1424-8220/21/24/8435

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