1. Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric
2. Algorithm 247: Radical-inverse quasi-random point sequence
3. Arun Kaintura , Kyle Foss , Ivo Couckuyt , Tom Dhaene , Odysseas Zografos , Adrien Vaysset , and Bart Sorée . 2018. Machine learning for fast characterization of magnetic logic devices. In 2018 IEEE electrical design of advanced packaging and systems symposium (EDAPS) . IEEE , 1--3. Arun Kaintura, Kyle Foss, Ivo Couckuyt, Tom Dhaene, Odysseas Zografos, Adrien Vaysset, and Bart Sorée. 2018. Machine learning for fast characterization of magnetic logic devices. In 2018 IEEE electrical design of advanced packaging and systems symposium (EDAPS). IEEE, 1--3.
4. Active Learning for Feasible Region Discovery
5. Eric Hans Lee , Valerio Perrone , Cedric Archambeau , and Matthias Seeger . 2020. Cost-aware Bayesian optimization. arXiv preprint arXiv:2003.10870 ( 2020 ). Eric Hans Lee, Valerio Perrone, Cedric Archambeau, and Matthias Seeger. 2020. Cost-aware Bayesian optimization. arXiv preprint arXiv:2003.10870 (2020).