Effect of Gradient Descent Optimizers and Dropout Technique on Deep Learning LSTM Performance in Rainfall-runoff Modeling
Duong Tran Anh, Dat Vi Thanh, Hoang Le, Bang Tran Sy, Ahad Hasan Tanim, Quoc Bao Pham, Thanh Duc Dang, Son T. Mai, Nguyen Mai Dang
Topics & Concepts
Dropout (neural networks)OverfittingHyperparameterComputer scienceArtificial intelligenceMachine learningDeep learningArtificial neural networkGradient descentHydrological Forecasting Using AIHydrology and Watershed Management StudiesFlood Risk Assessment and Management