A Survey of Optimization Methods from a Machine Learning Perspective
IEEE Transactions on Cybernetics, pp. 3668-3681, 2020.
Machine learning develops rapidly, which has made many theoretical breakthroughs and is widely applied in various fields. Optimization, as an important part of machine learning, has attracted much attention of researchers. With the exponential growth of data amount and the increase of model complexity, optimization methods in machine lear...More
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