Machine Learning Optimization and Applications
Optimization is a critical research area with increasing relevance to machine learning. For a range of machine learning tasks—such as hyperparameter tuning, knowledge transfer, and feature selection—optimization techniques are essential. Hyperparameter tuning, for instance, relies on optimization to identify the ideal...