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Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports

Jul 31, 2020
Abhishek K Dubey, Alina Peluso, Jacob Hinkle, Devanshu Agarawal, Zilong Tan


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Learning Fair Representations for Kernel Models

Jun 27, 2019
Zilong Tan, Samuel Yeom, Matt Fredrikson, Ameet Talwalkar


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Subspace-Induced Gaussian Processes

Oct 06, 2018
Zilong Tan, Sayan Mukherjee


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Scalable Algorithms for Learning High-Dimensional Linear Mixed Models

Mar 12, 2018
Zilong Tan, Kimberly Roche, Xiang Zhou, Sayan Mukherjee

* Proceedings of the Thirty Fourth Conference on Uncertainty in Artificial Intelligence (UAI), 2018 

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Efficient Learning of Mixed Membership Models

Jul 02, 2017
Zilong Tan, Sayan Mukherjee

* 23 pages, Proceedings of the 34th International Conference on Machine Learning (ICML), Sydney, Australia, 2017 

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