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cs.LG2022★ 1 cited
Characterizing the Influence of Graph Elements
Zizhang Chen, Peizhao Li, Hongfu Liu +1
Influence function, a method from robust statistics, measures the changes of model parameters or some functions about model parameters concerning the removal or modification of tra…
cs.LG2022★ 1 cited
Multi-task Envisioning Transformer-based Autoencoder for Corporate Credit Rating Migration Early Prediction
Han Yue, Steve Xia, Hongfu Liu
Corporate credit ratings issued by third-party rating agencies are quantified assessments of a company's creditworthiness. Credit Ratings highly correlate to the likelihood of a co…