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Arash A. Amini
Arash A. Amini
Assistant Professor of Statistics, UCLA
Bestätigte E-Mail-Adresse bei ucla.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Pseudo-likelihood methods for community detection in large sparse networks
AA Amini, A Chen, PJ Bickel, E Levina
The Annals of Statistics 41 (4), 2097-2122, 2013
3792013
High-dimensional analysis of semidefinite relaxations for sparse principal components
AA Amini, MJ Wainwright
2008 IEEE international symposium on information theory, 2454-2458, 2008
3272008
On semidefinite relaxations for the block model
AA Amini, E Levina
The Annals of Statistics 46 (1), 149-179, 2018
1762018
Variable importance using decision trees
J Kazemitabar, A Amini, A Bloniarz, AS Talwalkar
Advances in neural information processing systems 30, 2017
722017
Analysis of spectral clustering algorithms for community detection: the general bipartite setting
Z Zhou, AA Amini
The Journal of Machine Learning Research 20 (1), 1774-1820, 2019
682019
Optimal bipartite network clustering
Z Zhou, AA Amini
arXiv preprint arXiv:1803.06031, 2018
312018
Fitting community models to large sparse networks
A Chen, AA Amini, E Levina, PJ Bickel
Ann. Stat. 41 (arXiv: 1207.2340), 2097-2122, 2012
312012
Sampled forms of functional PCA in reproducing kernel Hilbert spaces
AA Amini, MJ Wainwright
The Annals of Statistics 40 (5), 2483-2510, 2012
282012
Learning directed acyclic graphs with penalized neighbourhood regression
B Aragam, AA Amini, Q Zhou
arXiv preprint arXiv:1511.08963, 2015
262015
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
212020
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
202006
Matched bipartite block model with covariates
ZS Razaee, AA Amini, JJ Li
The Journal of Machine Learning Research 20 (1), 1174-1217, 2019
172019
Concentration of kernel matrices with application to kernel spectral clustering
AA Amini, ZS Razaee
The Annals of Statistics 49 (1), 531-556, 2021
152021
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
152013
Hierarchical stochastic block model for community detection in multiplex networks
AA Amini, MS Paez, L Lin
arXiv preprint arXiv:1904.05330, 2019
132019
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
122019
High-dimensional principal component analysis
AA Amini
University of California, Berkeley, 2011
72011
Approximation properties of certain operator-induced norms on Hilbert spaces
AA Amini, MJ Wainwright
Journal of Approximation Theory 164 (2), 320-345, 2012
62012
On perfectness in Gaussian graphical models
A Amini, B Aragam, Q Zhou
International Conference on Artificial Intelligence and Statistics, 7505-7517, 2022
52022
Partial correlation graphs and the neighborhood lattice
AA Amini, B Aragam, Q Zhou
arXiv preprint arXiv:1711.00991, 2017
5*2017
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