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Arash A. Amini
Arash A. Amini
Associate Professor of Statistics, UCLA
Verified email at ucla.edu - Homepage
Title
Cited by
Cited by
Year
Pseudo-likelihood methods for community detection in large sparse networks
AA Amini, A Chen, PJ Bickel, E Levina
4692013
High-dimensional analysis of semidefinite relaxations for sparse principal components
AA Amini, MJ Wainwright
2008 IEEE international symposium on information theory, 2454-2458, 2008
3572008
On semidefinite relaxations for the block model
AA Amini, E Levina
2002018
Variable importance using decision trees
J Kazemitabar, A Amini, A Bloniarz, AS Talwalkar
Advances in neural information processing systems 30, 2017
1182017
Analysis of spectral clustering algorithms for community detection: the general bipartite setting
Z Zhou, AA Amini
Journal of Machine Learning Research 20 (47), 1-47, 2019
1002019
Optimal bipartite network clustering
Z Zhou, AA Amini
arXiv preprint arXiv:1803.06031, 2018
412018
Optimizing regularized cholesky score for order-based learning of bayesian networks
Q Ye, AA Amini, Q Zhou
IEEE transactions on pattern analysis and machine intelligence 43 (10), 3555 …, 2020
382020
Learning directed acyclic graphs with penalized neighbourhood regression
B Aragam, AA Amini, Q Zhou
arXiv preprint arXiv:1511.08963, 2015
342015
Sampled forms of functional PCA in reproducing kernel Hilbert spaces
AA Amini, MJ Wainwright
332012
Fitting community models to large sparse networks
A Chen, AA Amini, PJ Bickel, E Levina
arXiv preprint arXiv:1207.2340, 2012
292012
Hierarchical stochastic block model for community detection in multiplex networks
A Amini, M Paez, L Lin
Bayesian Analysis 19 (1), 319-345, 2024
242024
Matched bipartite block model with covariates
ZS Razaee, AA Amini, JJ Li
Journal of Machine Learning Research 20 (34), 1-44, 2019
242019
Globally optimal score-based learning of directed acyclic graphs in high-dimensions
B Aragam, Q Zhou, AA Amini
Advances in Neural Information Processing Systems, 4452-4464, 2019
212019
A fast method for sparse component analysis based on iterative detection-estimation
AA Amini, M Babaie-Zadeh, C Jutten
Bayesian Inference and Maximum Entropy Methods in Science and Engineering …, 2006
212006
Concentration of kernel matrices with application to kernel spectral clustering
AA Amini, ZS Razaee
182021
Sequential detection of multiple change points in networks: A graphical model approach
AA Amini, XL Nguyen
IEEE transactions on information theory 59 (9), 5824-5841, 2013
162013
On the properties of the toxicity index and its statistical efficiency
ZS Razaee, AA Amini, MA Diniz, M Tighiouart, G Yothers, A Rogatko
Statistics in Medicine 40 (6), 1535-1552, 2021
142021
Distributed learning of generalized linear causal networks
Q Ye, AA Amini, Q Zhou
arXiv preprint arXiv:2201.09194, 2022
82022
Sparse Multivariate Bernoulli Processes in High Dimensions
AK Pandit, Parthe and Sahraee-Ardakan, Mojtaba and Amini, Arash and Rangan ...
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
7*2019
High-dimensional principal component analysis
AA Amini
University of California, Berkeley, 2011
72011
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