2 papers
cs.LG2024
Wasserstein Distance-Weighted Adversarial Network for Cross-Domain Credit Risk Assessment
Mohan Jiang, Jiating Lin, Hongju Ouyang +3
This paper delves into the application of adversarial domain adaptation (ADA) for enhancing credit risk assessment in financial institutions. It addresses two critical challenges:…
cs.LG2024
Reducing Bias in Deep Learning Optimization: The RSGDM Approach
Honglin Qin, Hongye Zheng, Bingxing Wang +3
Currently, widely used first-order deep learning optimizers include non-adaptive learning rate optimizers and adaptive learning rate optimizers. The former is represented by SGDM (…