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Performance Profile Curves
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In this work, a matrix form in spectral quasi-Newton algorithm of type BFGS, named DH − SQN EI , is suggested. It is a diagonal matrix containing the proposed spectral parameter in BFGS direction along with an approximated Hessian matrix inverse, which is updated by own formula. This is done all to find more effective algorithms for accelerating th...
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Infectious disease forecasting has been a key focus and proved to be crucial in controlling epidemic. A recent trend is to develop forecasting models based on graph neural networks (GNNs). However, existing GNN-based methods suffer from two key limitations: (1) current models broaden receptive fields by scaling the depth of GNNs, which is insuffici...
