Arash A. Amini
Arash A. Amini
Associate Professor of Statistics, UCLA
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Zitiert von
Zitiert von
Pseudo-likelihood methods for community detection in large sparse networks
AA Amini, A Chen, PJ Bickel, E Levina
High-dimensional analysis of semidefinite relaxations for sparse principal components
AA Amini, MJ Wainwright
2008 IEEE international symposium on information theory, 2454-2458, 2008
On semidefinite relaxations for the block model
AA Amini, E Levina
Variable importance using decision trees
J Kazemitabar, A Amini, A Bloniarz, AS Talwalkar
Advances in neural information processing systems 30, 2017
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
Optimal bipartite network clustering
Z Zhou, AA Amini
arXiv preprint arXiv:1803.06031, 2018
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
Learning directed acyclic graphs with penalized neighbourhood regression
B Aragam, AA Amini, Q Zhou
arXiv preprint arXiv:1511.08963, 2015
Sampled forms of functional PCA in reproducing kernel Hilbert spaces
AA Amini, MJ Wainwright
Hierarchical stochastic block model for community detection in multiplex networks
A Amini, M Paez, L Lin
Bayesian Analysis 19 (1), 319-345, 2024
Fitting community models to large sparse networks
A Chen, AA Amini, PJ Bickel, E Levina
arXiv preprint arXiv:1207.2340, 2012
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
Matched bipartite block model with covariates
ZS Razaee, AA Amini, JJ Li
Journal of Machine Learning Research 20 (34), 1-44, 2019
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
Concentration of kernel matrices with application to kernel spectral clustering
AA Amini, ZS Razaee
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
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
Distributed learning of generalized linear causal networks
Q Ye, AA Amini, Q Zhou
arXiv preprint arXiv:2201.09194, 2022
Spectrally-truncated kernel ridge regression and its free lunch
AA Amini
Electronic Journal of Statistics 15 (2), 3743-3761, 2021
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
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