Deng, Xinwei

1. Tight Mutual Information Estimation With Contrastive Fenchel-Legendre Optimization
   2021/07/02 by Guo, Qing, Chen, Junya, Wang, Dong +6 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Statistical Perspectives on Reliability of Artificial Intelligence Systems
   2021/11/09 by Yili Hong, Hong, Yili, Jiayi Lian +11 · 2 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Reliability and Maintenance Optimization #Software Engineering (cs.SE) #Software Reliability and Analysis Research
3. StatLLM: A Dataset for Evaluating the Performance of Large Language Models in Statistical Analysis
   2025/02/24 by Xinyi Song, Song, Xinyi, Lee, Lina +8 · 4 citations
   Social Sciences · Computer Science · #Computational and Text Analysis Methods #Topic Modeling
4. A Parallel Implementation of the Ensemble Kalman Filter Based on Modified Cholesky Decomposition
   2016/05/31 by Nino, Elias D., Sandu, Adrian, Deng, Xinwei · 1 citation
   #62L20 #62M05 #62M20 #62P35 #FOS: Mathematics #Numerical Analysis (math.NA)
5. An Ensemble Kalman Filter Implementation Based on Modified Cholesky Decomposition for Inverse Covariance Matrix Estimation
   2016/05/28 by Nino, Elias D., Sandu, Adrian, Deng, Xinwei · 1 citation
   #FOS: Mathematics #Statistics Theory (math.ST)
6. An Efficient Algorithm for Elastic I-optimal Design of Generalized Linear Models
   2018/01/17 by Li, Yiou, Deng, Xinwei · 1 citation
   #FOS: Computer and information sciences #Methodology (stat.ME)
7. Bayesian Sparse Regression for Mixed Multi-Responses with Application to Runtime Metrics Prediction in Fog Manufacturing
   2022/01/01 by Xiaoyu Chen, Chen, Xiaoyu, Xiaoning Kang +5 · 1 citation
   Computer Science · Engineering · Environmental Science · #62F15 #FOS: Computer and information sciences #G.3 #Industrial Vision Systems and Defect Detection #Machine Learning (stat.ML) #Machine Learning and ELM #Methodology (stat.ME) #Recycling and Waste Management Techniques
8. Building Degradation Index with Variable Selection for Multivariate Sensory Data
   2021/10/17 by Yueyao Wang, Wang, Yueyao, I‐Chen Lee +5 · 1 citation
   Decision Sciences · Engineering · #Applications (stat.AP) #FOS: Computer and information sciences #Multi-Criteria Decision Making #Reliability and Maintenance Optimization #Risk and Safety Analysis
9. Performance Evaluation of Large Language Models in Statistical Programming
   2025/02/18 by Xinyi Song, Song, Xinyi, Kexin Xie +21 · 2 citations
   Computer Science · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Text and Document Classification Technologies #Topic Modeling
10. Design of Experiments for Emulations: A Selective Review from a Modeling Perspective
    2025/05/14 by Deng, Xinwei, Kang, Lulu, Lin, C. Devon · 2 citations
    #FOS: Computer and information sciences #G.3 #Methodology (stat.ME)