Tianxi Li
- Network cross-validation by edge sampling
2016/12/14 by Tianxi Li, Li, Tianxi, Elizaveta Levina +3 · 8 citations
Neuroscience · Physics and Astronomy · Psychology · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (stat.ML) #Mental Health Research Topics #Methodology (stat.ME)
- Hierarchical Community Detection by Recursive Partitioning
2018/10/02 by Tianxi Li, Lihua Lei, Li, Tianxi +11 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- High-dimensional Mixed Graphical Models
2013/04/09 by Jie Cheng, Tianxi Li, Cheng, Jie +5 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
- High-dimensional Gaussian graphical model for network-linked data
2019/07/04 by Tianxi Li, Li, Tianxi, Qian, Cheng +4 · 1 citation
Computer Science · Physics and Astronomy · Psychology · #Bayesian Modeling and Causal Inference #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics #Methodology (stat.ME)
- The non-overlapping statistical approximation to overlapping group lasso
2022/11/16 by Mingyu Qi, Qi, Mingyu, Tianxi Li +1 · 1 citation
Mathematics · Biochemistry, Genetics and Molecular Biology · #Statistical Methods and Inference #Cancer, Lipids, and Metabolism #Estrogen and related hormone effects