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20 Results
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Poster
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Tue 14:00 |
SelecMix: Debiased Learning by Contradicting-pair Sampling Inwoo Hwang · Sangjun Lee · Yunhyeok Kwak · Seong Joon Oh · Damien Teney · Jin-Hwa Kim · Byoung-Tak Zhang |
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Poster
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Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure Shaohua Fan · Xiao Wang · Yanhu Mo · Chuan Shi · Jian Tang |
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Poster
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Wed 9:00 |
A Reduction to Binary Approach for Debiasing Multiclass Datasets Ibrahim Alabdulmohsin · Jessica Schrouff · Sanmi Koyejo |
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Poster
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Thu 9:00 |
Learning Debiased Classifier with Biased Committee Nayeong Kim · SEHYUN HWANG · Sungsoo Ahn · Jaesik Park · Suha Kwak |
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Poster
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Wed 14:00 |
Debiased Self-Training for Semi-Supervised Learning Baixu Chen · Junguang Jiang · Ximei Wang · Pengfei Wan · Jianmin Wang · Mingsheng Long |
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Poster
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Wed 14:00 |
GraphDE: A Generative Framework for Debiased Learning and Out-of-Distribution Detection on Graphs Zenan Li · Qitian Wu · Fan Nie · Junchi Yan |
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Poster
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Wed 9:00 |
Adaptive Data Debiasing through Bounded Exploration Yifan Yang · Yang Liu · Parinaz Naghizadeh |
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Poster
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Thu 14:00 |
Off-Policy Evaluation with Policy-Dependent Optimization Response Wenshuo Guo · Michael Jordan · Angela Zhou |
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Poster
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Thu 9:00 |
DeepMed: Semiparametric Causal Mediation Analysis with Debiased Deep Learning Siqi Xu · Lin Liu · Zhonghua Liu |
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Poster
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Tue 9:00 |
Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding Caizhi Tang · Huiyuan Wang · Xinyu Li · Qing Cui · Ya-Lin Zhang · Feng Zhu · Longfei Li · Jun Zhou · Linbo Jiang |
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Poster
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Tue 14:00 |
What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment Nathan Kallus |
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Poster
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Wed 9:00 |
Debiased Machine Learning without Sample-Splitting for Stable Estimators Qizhao Chen · Vasilis Syrgkanis · Morgane Austern |