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Showing 1 to 2 of 2 for “"Loss-function landscapes"”.
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On Critical Care Data and Machine Learning Loss Function Landscapes
… models, and local minima of the neural network loss functions are found using basin-hopping methods implemented with the open source software GMIN. In this way, the landscape of the loss function defined by the neural network model can be explored. Area Under the Curve (AUC) values were used to …
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Equilibration of deep neural networks and carrier chirality in Rashba systems
… physics. This allows us to interpret the loss function landscape of deep neural networks as the counterpart of the potential energy landscape in molecular systems and the optimisation of the network as its equilibration dynamics. Using landscape exploration tools developed in theoretical …