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• 標準的方法. • AdaGrad. (adaptive gradient) [Duchi+2011]. • ADAM. (adaptive moment) [Kigma-Ba2015] θt ← θt1 - αgt θt = θt1 - αgt/vuut t. X i=1 g2 i.
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Feb 22, 2019 · ... Duchi, E. Hazan, Y. Singer: “Adaptive Subgradient Meth- ods for Online Learning and Stochastic Optimization”, Journal of Machine Learning ...
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