Publications

Qian Lab, Shahin Boluki, Xinyu Gong, Zhangyang Wang, Xiaoning Qian (2020). NADS: Neural Architecture Distribution Search for Uncertainty Awareness. In ICML.

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Qian Lab, Shahin Boluki, Zhangyang Wang, Bobak Mortazavi, Shuai Huang, Xiaoning Qian (2020). Dynamic Feature Selection for Efficient and Interpretable Human Activity Recognition . In Submission.

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Shahin Boluki, Qian Lab, Siamak Zamani Dadaneh, Mingyuan Zhou, Xiaoning Qian (2020). Learnable Bernoulli Dropout for Bayesian Deep Learning. In AISTATS.

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Jiang, Ziyu, Ardywibowo, Randy, Samereh, Aven, Evans, Heather L, Lober, William B, Chang, Xiangyu, Qian, Xiaoning, Wang, Zhangyang, Huang, Shuai (2019). A Roadmap for Automatic Surgical Site Infection Detection and Evaluation Using User-Generated Incision Images. In Surgical infections.

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Qian Lab, Guang Zhao, Zhangyang Wang, Bobak Mortazavi, Shuai Huang, Xiaoning Qian (2019). Adaptive Activity Monitoring with Uncertainty Quantification in Switching Gaussian Process Models. In AISTATS.

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Qian Lab, Shuai Huang, Shupeng Gui, Cao Xiao, Yu Cheng, Ji Liu, Xiaoning Qian (2018). Switching-State Dynamical Modeling of Daily Behavioral Data. In JHIR.

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Qian Lab (2017). Analyzing Daily Behavioral Data for Personalized Health Management. In UGRS Capstone.

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