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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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