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cs.LG2022★ 1 cited
Exploring the Optimized Value of Each Hyperparameter in Various Gradient Descent Algorithms
Abel C. H. Chen
In the recent years, various gradient descent algorithms including the methods of gradient descent, gradient descent with momentum, adaptive gradient (AdaGrad), root-mean-square pr…
cs.LG2021★ 23 cited
Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic
Chung-Yi Lin, Hung-Ting Su, Shen-Lung Tung +1
Spatial-temporal prediction is a critical problem for intelligent transportation, which is helpful for tasks such as traffic control and accident prevention. Previous studies rely…