1. Fan, X , Yue, Y , Sarkar, P and Wang, YXR (2020) On hyperparameter tuning in general clustering problems. In Daumé H, III and Singh A (eds), Proceedings of the 37th International Conference on Machine Learning. Proceedings of Machine Learning Research, 13–18 Jul. PMLR, Virtual Conference, Vol. 119, pp. 2996–3007.
2. Mitchell, TM (1997) Machine Learning. McGraw-Hill International Edn. New York City, USA: McGraw-Hill.
3. A review of automatic selection methods for machine learning algorithms and hyper-parameter values;Luo;Network Modeling Analysis in Health Informatics and Bioinformatics,2016
4. Understanding Machine Learning
5. We need to go deeper: measuring electoral violence using convolutional neural networks and social media;Muchlinski;Political Science Research and Methods,2021