Amini, Arash A.
- Analysis of spectral clustering algorithms for community detection: the general bipartite setting
2018/03/12 by Zhixin Zhou, Zhou, Zhixin, Arash Amini +1 · 3 citations
Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Random Matrices and Applications #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- On semidefinite relaxations for the block model
2014/06/21 by Amini, Arash A., Levina, Elizaveta · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- Learning Directed Acyclic Graphs with Penalized Neighbourhood Regression
2015/11/29 by Aragam, Bryon, Amini, Arash A., Zhou, Qing · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Optimal Bipartite Network Clustering
2018/03/15 by Zhixin Zhou, Zhou, Zhixin, Arash Amini +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Complex Network Analysis Techniques #Diffusion and Search Dynamics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- Adjusted chi-square test for degree-corrected block models
2020/12/30 by Linfan Zhang, Arash A. Amini, Zhang, Linfan +1 · 1 citation
Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Random Matrices and Applications #Social and Information Networks (cs.SI) #Statistical Methods and Bayesian Inference #Statistics Theory (math.ST)
- Target alignment in truncated kernel ridge regression
2022/06/28 by Arash Amini, Richard Baumgartner, Amini, Arash A. +3 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Statistics Theory (math.ST) #Stochastic Gradient Optimization Techniques
- LapGM: A Multisequence MR Bias Correction and Normalization Model
2022/09/27 by Vinas, Luciano, Amini, Arash A., Fischer, Jade +1 · 1 citation
#Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
- Hierarchical Stochastic Block Model for Community Detection in Multiplex Networks
2019/03/30 by Arash A. Amini, Marina Silva Paez, Amini, Arash A. +3 · 2 citations
Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Complex Network Analysis Techniques #Advanced Clustering Algorithms Research
- Network two-sample test for block models
2024/06/10 by Nguen, Chung Kyong, Padilla, Oscar Hernan Madrid, Amini, Arash A. · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Methodology (stat.ME) #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
- Matched bipartite block model with covariates
2017/03/15 by Zahra S. Razaee, Arash A. Amini, Razaee, Zahra S. +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)