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Adaptive Embedding for Temporal Network


Nov 15, 2022
Haoran Zhang, Junhui Wang

* 4 pages and 3 figures; the appendix including technical proof will be uploaded later 

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"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts


Oct 19, 2022
Haoran Zhang, Harvineet Singh, Marzyeh Ghassemi, Shalmali Joshi


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ConEntail: An Entailment-based Framework for Universal Zero and Few Shot Classification with Supervised Contrastive Pretraining


Oct 14, 2022
Haoran Zhang, Aysa Xuemo Fan, Rui Zhang


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Signed Network Embedding with Application to Simultaneous Detection of Communities and Anomalies


Jul 08, 2022
Haoran Zhang, Junhui Wang

* 24 pages, 4 figures. The appendix containing technical proof is not included, but will be uploaded in the future 

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The Road to Explainability is Paved with Bias: Measuring the Fairness of Explanations


May 06, 2022
Aparna Balagopalan, Haoran Zhang, Kimia Hamidieh, Thomas Hartvigsen, Frank Rudzicz, Marzyeh Ghassemi

* Published in FAccT 2022 

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Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches


Apr 04, 2022
Zifeng Zhao, Dongchao Yang, Rongzhi Gu, Haoran Zhang, Yuexian Zou

* 5 pages, 1 table, 5 figures. Submitted to INTERSPEECH 2022 

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Improving the Fairness of Chest X-ray Classifiers


Mar 23, 2022
Haoran Zhang, Natalie Dullerud, Karsten Roth, Lauren Oakden-Rayner, Stephen Robert Pfohl, Marzyeh Ghassemi

* Published in CHIL 2022 

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Reinforcement Learning from Demonstrations by Novel Interactive Expert and Application to Automatic Berthing Control Systems for Unmanned Surface Vessel


Feb 23, 2022
Haoran Zhang, Chenkun Yin, Yanxin Zhang, Shangtai Jin, Zhenxuan Li


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Learning Optimal Predictive Checklists


Dec 02, 2021
Haoran Zhang, Quaid Morris, Berk Ustun, Marzyeh Ghassemi

* Published in NeurIPS 2021 

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Differentiable Projection for Constrained Deep Learning


Nov 21, 2021
Dou Huang, Haoran Zhang, Xuan Song, Ryosuke Shibasaki


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