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Ali Moharrer
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Oracle AutoML: a fast and predictive AutoML pipeline
A Yakovlev, HF Moghadam, A Moharrer, J Cai, N Chavoshi, ...
Proceedings of the VLDB Endowment 13 (12), 3166-3180, 2020
382020
Use of shadowing moments to statistically model mobile satellite channels in urban environments
Y Seyedi, M Shirazi, A Moharrer, SM Safavi, H Amindavar
IEEE transactions on wireless communications 12 (8), 3760-3769, 2013
192013
Fast, predictive, and iteration-free automated machine learning pipeline
V Varadarajan, SR Agrawal, HF Moghadam, A Yakovlev, A Moharrer, ...
US Patent App. 17/086,204, 2021
92021
Anomaly detection in SS7 control network using reconstructive neural networks
H Ahmadi, A Moharrer, V Varadarajan, V Akram, N Rai, R Hingorani, ...
US Patent 11,451,670, 2022
82022
Automated machine learning pipeline for timeseries datasets utilizing point-based algorithms
N Chavoshi, A Yakovlev, HF Moghadam, V Varadarajan, S Agrawal, ...
US Patent App. 17/071,285, 2022
52022
Synthesis of Gaussian trees with correlation sign ambiguity: An information theoretic approach
A Moharrer, S Wei, GT Amariucai, J Deng
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
52016
Evaluation of security robustness against information leakage in Gaussian polytree graphical models
A Moharrer, S Wei, GT Amariucai, J Deng
2015 IEEE Wireless Communications and Networking Conference (WCNC), 1404-1409, 2015
52015
Extractable common randomness from gaussian trees: Topological and algebraic perspectives
A Moharrer, S Wei, GT Amariucai, J Deng
IEEE Transactions on Information Forensics and Security 11 (10), 2312-2321, 2016
42016
Latent factor analysis of Gaussian distributions under graphical constraints
MM Hasan, S Wei, A Moharrer
2020 IEEE International Symposium on Information Theory (ISIT), 2580-2585, 2020
32020
Simulation of Doppler spectrum for Vehicle-to-Vehicle communications channels with directive antennas
Y Seyedi, MD Soltani, A Moharrer, SM Safavi-Hamami
2012 International Conference on Selected Topics in Mobile and Wireless …, 2012
32012
Memory usage prediction for machine learning and deep learning models
A Moharrer, SR Agrawal, V Varadarajan, S Jinturkar, N Agarwal
US Patent App. 16/985,116, 2022
22022
Layered synthesis of latent gaussian trees
A Moharrer, S Wei, GT Amariucai, J Deng
arXiv preprint arXiv:1608.04484, 2016
22016
Topological and algebraic properties for classifying unrooted Gaussian trees under privacy constraints
A Moharrer, S Wei, GT Amariucai, J Deng
2015 IEEE Global Communications Conference (GLOBECOM), 1-6, 2015
22015
Algebraic properties of Wyner common information solution under graphical constraints
MM Hasan, S Wei, A Moharrer
2019 IEEE International Symposium on Information Theory (ISIT), 712-716, 2019
12019
Successive Synthesis of Latent Gaussian Trees
A Moharrer, S Wei, GT Amariucai, J Deng
Military Communications Conference (MILCOM), MILCOM 2017 - 2017 IEEE, 2017
12017
Tree Structured Synthesis of Gaussian Trees
A Moharrer, S Wei, GT Amariucai, J Deng
arXiv preprint arXiv:1701.04873, 2017
12017
Information theoretic study of Gaussian graphical models and their applications
A Moharrer
Louisiana State University and Agricultural & Mechanical College, 2017
12017
Adaptive sampling to compute global feature explanations with shapley values
J Plassmann, A Yakovlev, SR Agrawal, A Moharrer, S Jinturkar, ...
US Patent App. 17/944,949, 2024
2024
Using metamodeling for fast and accurate hyperparameter optimization of machine learning and deep learning models
A Moharrer, V Varadarajan, S Idicula, S Agrawal, N Agarwal
US Patent 11,868,854, 2024
2024
Latent Factor Analysis of Gaussian Distributions under Graphical Constraints
M Mahmudul Hasan, S Wei, A Moharrer
arXiv e-prints, arXiv: 2001.02712, 2020
2020
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