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Statistical Perspectives on Reliability of Artificial Intelligence Systems

Nov 09, 2021
Yili Hong, Jiayi Lian, Li Xu, Jie Min, Yueyao Wang, Laura J. Freeman, Xinwei Deng

* 40 pages 

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Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization

Jul 02, 2021
Qing Guo, Junya Chen, Dong Wang, Yuewei Yang, Xinwei Deng, Lawrence Carin, Fan Li, Chenyang Tao

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JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction

Feb 18, 2021
Qiao Liang, Shyam Ranganathan, Kaibo Wang, Xinwei Deng

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Investigating the Robustness of Artificial Intelligent Algorithms with Mixture Experiments

Oct 10, 2020
Jiayi Lian, Laura Freeman, Yili Hong, Xinwei Deng

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An Improved Modified Cholesky Decomposition Method for Inverse Covariance Matrix Estimation

Oct 14, 2017
Xiaoning Kang, Xinwei Deng

* 32 pages, 6 figures 

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Sparse Estimation of Multivariate Poisson Log-Normal Models from Count Data

Aug 12, 2016
Hao Wu, Xinwei Deng, Naren Ramakrishnan

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