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Online Adaptation to Label Distribution Shift


Jul 09, 2021
Ruihan Wu, Chuan Guo, Yi Su, Kilian Q. Weinberger


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R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling


Jul 02, 2021
Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo

* To be published in the proceedings of ACL-IJCNLP 2021 

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Optimizing Rankings for Recommendation in Matching Markets


Jun 03, 2021
Yi Su, Magd Bayoumi, Thorsten Joachims


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Developing Univariate Neurodegeneration Biomarkers with Low-Rank and Sparse Subspace Decomposition


Oct 26, 2020
Gang Wang, Qunxi Dong, Jianfeng Wu, Yi Su, Kewei Chen, Qingtang Su, Xiaofeng Zhang, Jinguang Hao, Tao Yao, Li Liu, Caiming Zhang, Richard J Caselli, Eric M Reiman, Yalin Wang

* Accepted by Medical Image Analysis 

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Off-policy Bandits with Deficient Support


Jun 16, 2020
Noveen Sachdeva, Yi Su, Thorsten Joachims

* 11 pages, 6 figures. Accepted for publication at KDD '20 (Research track) 

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Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks


Apr 18, 2020
Gabriel Tjio, Xulei Yang, Jia Mei Hong, Sum Thai Wong, Vanessa Ding, Andre Choo, Yi Su

* 9 pages, 6 figures, 3 tables 

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Adaptive Estimator Selection for Off-Policy Evaluation


Feb 18, 2020
Yi Su, Pavithra Srinath, Akshay Krishnamurthy


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Doubly robust off-policy evaluation with shrinkage


Jul 22, 2019
Yi Su, Maria Dimakopoulou, Akshay Krishnamurthy, Miroslav Dudík


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Model Adaptation via Model Interpolation and Boosting for Web Search Ranking


Jul 22, 2019
Jianfeng Gao, Qiang Wu, Chris Burges, Krysta Svore, Yi Su, Nazan Khan, Shalin Shah, Hongyan Zhou


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CAB: Continuous Adaptive Blending Estimator for Policy Evaluation and Learning


Nov 19, 2018
Yi Su, Lequn Wang, Michele Santacatterina, Thorsten Joachims


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A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification


Mar 03, 2017
Xulei Yang, Zeng Zeng, Si Yong Yeo, Colin Tan, Hong Liang Tey, Yi Su

* Submission to support ISIC 2017 challenge results 

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