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Jasin Machkour
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Year
A robust adaptive Lasso estimator for the independent contamination model
J Machkour, M Muma, B Alt, AM Zoubir
Signal Processing 174, 107608, 2020
142020
The Terminating-Random Experiments Selector: Fast High-Dimensional Variable Selection with False Discovery Rate Control
J Machkour, M Muma, DP Palomar
arXiv preprint arXiv:2110.06048, 2022
112022
The outlier-corrected-data-adaptive Lasso: A new robust estimator for the independent contamination model
J Machkour, B Alt, M Muma, AM Zoubir
2017 25th European Signal Processing Conference (EUSIPCO), 1649-1653, 2017
102017
False discovery rate control for grouped variable selection in high-dimensional linear models using the t-knock filter
J Machkour, M Muma, DP Palomar
2022 30th European Signal Processing Conference (EUSIPCO), 892-896, 2022
92022
TRexSelector: T-Rex Selector: High-Dimensional Variable Selection & FDR Control
J Machkour, S Tien, DP Palomar, M Muma
https://cran.r-project.org/package=TRexSelector, 2022
92022
False discovery rate control for fast screening of large-scale genomics biobanks
J Machkour, M Muma, DP Palomar
2023 IEEE Statistical Signal Processing Workshop (SSP), 666-670, 2023
82023
FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking
J Machkour, DP Palomar, M Muma
arXiv preprint arXiv:2401.15139, 2024
52024
Sparse PCA with false discovery rate controlled variable selection
J Machkour, A Breloy, M Muma, DP Palomar, F Pascal
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
42024
tlars: The T-LARS Algorithm: Early-Terminated Forward Variable Selection
J Machkour, S Tien, DP Palomar, M Muma
https://cran.r-project.org/package=tlars, 2022
42022
False discovery rate control for Gaussian graphical models via neighborhood screening
T Koka, J Machkour, M Muma
arXiv preprint arXiv:2401.09979, 2024
32024
High-Dimensional False Discovery Rate Control for Dependent Variables
J Machkour, M Muma, DP Palomar
arXiv preprint arXiv:2401.15796, 2024
22024
The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research
J Machkour, M Muma, DP Palomar
2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023
22023
Solving FDR-Controlled Sparse Regression Problems with Five Million Variables on a Laptop
F Scheidt, J Machkour, M Muma
2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023
22023
FDR-Controlled Sparse Index Tracking with Autoregressive Stock Dependency Models
J Machkour, M Muma, DP Palomar
2024 32nd European Signal Processing Conference (EUSIPCO), 2662-2666, 2024
12024
Development of Fast Machine Learning Algorithms for False Discovery Rate Control in Large-Scale High-Dimensional Data
J Machkour
Technische Universität Darmstadt, 0
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Articles 1–15