10 citations · 12 across the 6 of their papers we have counts for
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cs.LG2023★ 1 cited
Inclusive FinTech Lending via Contrastive Learning and Domain Adaptation
Xiyang Hu, Yan Huang, Beibei Li +1
FinTech lending (e.g., micro-lending) has played a significant role in facilitating financial inclusion. It has reduced processing times and costs, enhanced the user experience, an…
cs.LG2022
Uncovering the Source of Machine Bias
Xiyang Hu, Yan Huang, Beibei Li +1
We develop a structural econometric model to capture the decision dynamics of human evaluators on an online micro-lending platform, and estimate the model parameters using a real-w…
cs.LG2019★ 10 cited
Optimal Sparse Decision Trees
Xiyang Hu, Cynthia Rudin, Margo Seltzer
Decision tree algorithms have been among the most popular algorithms for interpretable (transparent) machine learning since the early 1980's. The problem that has plagued decision…