Concepedia

Arash A. Amini

AA

Statistics

Publications

10

Citations

250

H-Index

10

Active since

2012

Affiliations

University of California, Los Angeles(Current)

University of Michigan

Carnegie Mellon University

Arash A. Amini is an author at University of California, Los Angeles specializing in computing, machine learning, and causal graphical models.

Publications per year

2012–2024

10

Publications

10

Variable Importance Using Decision Trees

S. Jalil Kazemitabar, Arash A. Amini, Adam Bloniarz et al. · Neural Information Processing Systems · 2017 · 64 citations

Computing, Data Science, Decision Sciences +15

Learning Directed Acyclic Graphs with Penalized Neighbourhood Regression

Bryon Aragam, Arash A. Amini, Qing Zhou · arXiv (Cornell University) · 2015 · 34 citations · Full text

Computing, Data Science, Causal Inference +16

Optimizing Regularized Cholesky Score for Order-Based Learning of Bayesian Networks

Qiaoling Ye, Arash A. Amini, Qing Zhou · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020 · 34 citations · Full text

Computing, Computer Science, Algorithms +16

Hierarchical Stochastic Block Model for Community Detection in Multiplex Networks

Arash A. Amini, Marina Silva Paez, Lizhen Lin · Bayesian Analysis · 2023 · 28 citations · Full text

Business, Data Science, Bayesian Data Analysis +16

On the properties of the toxicity index and its statistical efficiency

Zahra S. Razaee, Arash A. Amini, Márcio A. Diniz et al. · Statistics in Medicine · 2020 · 21 citations · Full text

Pharmacy, Biostatistics, Toxicology +10

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