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Arash A. Amini
Arash A. Amini
Associate 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
4772013
High-dimensional analysis of semidefinite relaxations for sparse principal components
AA Amini, MJ Wainwright
2008 IEEE international symposium on information theory, 2454-2458, 2008
3652008
On semidefinite relaxations for the block model
AA Amini, E Levina
2012018
Variable importance using decision trees
J Kazemitabar, A Amini, A Bloniarz, AS Talwalkar
Advances in neural information processing systems 30, 2017
1212017
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
992019
Optimal bipartite network clustering
Z Zhou, AA Amini
arXiv preprint arXiv:1803.06031, 2018
402018
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
392020
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
322012
Hierarchical stochastic block model for community detection in multiplex networks
A Amini, M Paez, L Lin
Bayesian Analysis 19 (1), 319-345, 2024
292024
Fitting community models to large sparse networks
A Chen, AA Amini, PJ Bickel, E Levina
arXiv preprint arXiv:1207.2340, 2012
292012
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
242019
Matched bipartite block model with covariates
ZS Razaee, AA Amini, JJ Li
Journal of Machine Learning Research 20 (34), 1-44, 2019
242019
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
172021
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
152021
Distributed learning of generalized linear causal networks
Q Ye, AA Amini, Q Zhou
arXiv preprint arXiv:2201.09194, 2022
82022
Spectrally-truncated kernel ridge regression and its free lunch
AA Amini
Electronic Journal of Statistics 15 (2), 3743-3761, 2021
72021
Approximate identification of the optimal epidemic source in complex networks
SJ Kazemitabar, AA Amini
Proceedings of NetSci-X 2020: Sixth International Winter School and …, 2020
72020
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