206 citations · 600 across the 31 of their papers we have counts for
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cs.LG2021
Learning Bias-Invariant Representation by Cross-Sample Mutual Information Minimization
Wei Zhu, Haitian Zheng, Haofu Liao +2
Deep learning algorithms mine knowledge from the training data and thus would likely inherit the dataset's bias information. As a result, the obtained model would generalize poorly…
cs.LG2017★ 4 cited
Sum of previous inpatient serum creatinine measurements predicts acute kidney injury in rehospitalized patients
Sam Weisenthal, Haofu Liao, Philip Ng +1
Acute Kidney Injury (AKI), the abrupt decline in kidney function due to temporary or permanent injury, is associated with increased mortality, morbidity, length of stay, and hospit…