7 citations · 13 across the 3 of their papers we have counts for
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cs.LG2022★ 3 cited
MBGDT:Robust Mini-Batch Gradient Descent
Hanming Wang, Haozheng Luo, Yue Wang
In high dimensions, most machine learning method perform fragile even there are a little outliers. To address this, we hope to introduce a new method with the base learner, such as…
cs.LG2019★ 3 cited
Reducing Selection Bias in Counterfactual Reasoning for Individual Treatment Effects Estimation
Zichen Zhang, Qingfeng Lan, Lei Ding +3
Counterfactual reasoning is an important paradigm applicable in many fields, such as healthcare, economics, and education. In this work, we propose a novel method to address the is…