Follow
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
4602013
High-dimensional analysis of semidefinite relaxations for sparse principal components
AA Amini, MJ Wainwright
2008 IEEE international symposium on information theory, 2454-2458, 2008
3552008
On semidefinite relaxations for the block model
AA Amini, E Levina
1902018
Variable importance using decision trees
J Kazemitabar, A Amini, A Bloniarz, AS Talwalkar
Advances in neural information processing systems 30, 2017
1122017
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
972019
Optimal bipartite network clustering
Z Zhou, AA Amini
arXiv preprint arXiv:1803.06031, 2018
422018
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
352020
Sampled forms of functional PCA in reproducing kernel Hilbert spaces
AA Amini, MJ Wainwright
342012
Learning directed acyclic graphs with penalized neighbourhood regression
B Aragam, AA Amini, Q Zhou
arXiv preprint arXiv:1511.08963, 2015
312015
Fitting community models to large sparse networks
A Chen, AA Amini, E Levina, PJ Bickel
Ann. Stat. 41 (arXiv: 1207.2340), 2097-2122, 2012
302012
Hierarchical stochastic block model for community detection in multiplex networks
A Amini, M Paez, L Lin
Bayesian Analysis 19 (1), 319-345, 2024
222024
Matched bipartite block model with covariates
ZS Razaee, AA Amini, JJ Li
The Journal of Machine Learning Research 20 (1), 1174-1217, 2019
222019
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
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
202019
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
132021
Distributed learning of generalized linear causal networks
Q Ye, AA Amini, Q Zhou
arXiv preprint arXiv:2201.09194, 2022
72022
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
The system can't perform the operation now. Try again later.
Articles 1–20