Zheng, Lili

1. Optimal High-order Tensor SVD via Tensor-Train Orthogonal Iteration
   2020/10/06 by Yuchen Zhou, Zhou, Yuchen, Anru R. Zhang +5 · 3 citations
   Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Methodology (stat.ME) #Numerical Analysis (math.NA) #Statistics Theory (math.ST) #Tensor decomposition and applications
2. LOCO Feature Importance Inference without Data Splitting via Minipatch Ensembles
   2022/06/05 by Luqin Gan, Lili Zheng, Gan, Luqin +3 · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Statistical Methods and Inference
3. Testing for high-dimensional network parameters in auto-regressive models
   2018/12/10 by Lili Zheng, Garvesh Raskutti, Zheng, Lili +1 · 1 citation
   Mathematics · #Statistical Methods and Inference #Markov Chains and Monte Carlo Methods #Statistical Methods and Bayesian Inference
4. DASECount: Domain-Agnostic Sample-Efficient Wireless Indoor Crowd Counting via Few-shot Learning
   2022/11/18 by Hou, Huawei, Bi, Suzhi, Zheng, Lili +3 · 1 citation
   #FOS: Electrical engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
5. High-dimensional Multi-class Classification with Presence-only Data
   2023/04/18 by Zheng, Lili, Raskutti, Garvesh · 1 citation
   #Applications (stat.AP) #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
6. Joint Semi-Symmetric Tensor PCA for Integrating Multi-modal Populations of Networks
   2023/12/22 by Liu, Jiaming, Zheng, Lili, Zhang, Zhengwu +1 · 1 citation
   #FOS: Computer and information sciences #Methodology (stat.ME)
7. Low-Rank Covariance Completion for Graph Quilting with Applications to Functional Connectivity
   2022/09/17 by Chang, Andersen, Zheng, Lili, Allen, Genevera I. · 1 citation
   #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
8. Nonparanormal Graph Quilting with Applications to Calcium Imaging
   2023/05/22 by Chang, Andersen, Zheng, Lili, Dasarthy, Gautam +1 · 1 citation
   #62H22 #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)